Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 99, in <module>
    coeff = metrics.silhouette_score(X, km.labels_, sample_size=1000)
  File "/almac/ignacio/anaconda3/envs/py36/lib/python3.6/site-packages/sklearn/metrics/cluster/unsupervised.py", line 100, in silhouette_score
    return np.mean(silhouette_samples(X, labels, metric=metric, **kwds))
  File "/almac/ignacio/anaconda3/envs/py36/lib/python3.6/site-packages/sklearn/metrics/cluster/unsupervised.py", line 166, in silhouette_samples
    check_number_of_labels(len(le.classes_), X.shape[0])
  File "/almac/ignacio/anaconda3/envs/py36/lib/python3.6/site-packages/sklearn/metrics/cluster/unsupervised.py", line 20, in check_number_of_labels
    "to n_samples - 1 (inclusive)" % n_labels)
ValueError: Number of labels is 1. Valid values are 2 to n_samples - 1 (inclusive)
Silhouette Coefficient: 0.045
Number of clusters: 5

Silhouette Coefficient: -0.017
Number of clusters: 6

Silhouette Coefficient: -0.012
Number of clusters: 7

Silhouette Coefficient: -0.016
Number of clusters: 8

Silhouette Coefficient: -0.019
Number of clusters: 9

Silhouette Coefficient: -0.062
Number of clusters: 10

Silhouette Coefficient: -0.054
Number of clusters: 11

Silhouette Coefficient: -0.068
Number of clusters: 12

Silhouette Coefficient: -0.076
Number of clusters: 13

Silhouette Coefficient: -0.046
Number of clusters: 14

Silhouette Coefficient: -0.092
Number of clusters: 15

Silhouette Coefficient: -0.089
Number of clusters: 16

Silhouette Coefficient: -0.091
Number of clusters: 17

Silhouette Coefficient: -0.093
Number of clusters: 18

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 1071332.25032
start iteration
done sorting
end inner loop
Iteration 1, inertia 1032600.09685
start iteration
done sorting
end inner loop
Iteration 2, inertia 1009609.64872
start iteration
done sorting
end inner loop
Iteration 3, inertia 1000468.68736
start iteration
done sorting
end inner loop
Iteration 4, inertia 996816.524464
start iteration
done sorting
end inner loop
Iteration 5, inertia 994918.535222
start iteration
done sorting
end inner loop
Iteration 6, inertia 993740.6563
start iteration
done sorting
end inner loop
Iteration 7, inertia 992840.122366
start iteration
done sorting
end inner loop
Iteration 8, inertia 992201.267013
start iteration
done sorting
end inner loop
Iteration 9, inertia 991836.336762
start iteration
done sorting
end inner loop
Iteration 10, inertia 991658.919067
start iteration
done sorting
end inner loop
Iteration 11, inertia 991556.456288
start iteration
done sorting
end inner loop
Iteration 12, inertia 991495.167009
start iteration
done sorting
end inner loop
Iteration 13, inertia 991449.378395
start iteration
done sorting
end inner loop
Iteration 14, inertia 991412.023508
start iteration
done sorting
end inner loop
Iteration 15, inertia 991378.011237
start iteration
done sorting
end inner loop
Iteration 16, inertia 991349.018289
start iteration
done sorting
end inner loop
Iteration 17, inertia 991323.04601
start iteration
done sorting
end inner loop
Iteration 18, inertia 991298.619828
start iteration
done sorting
end inner loop
Iteration 19, inertia 991274.166263
start iteration
done sorting
end inner loop
Iteration 20, inertia 991256.756274
start iteration
done sorting
end inner loop
Iteration 21, inertia 991243.165413
start iteration
done sorting
end inner loop
Iteration 22, inertia 991230.124895
start iteration
done sorting
end inner loop
Iteration 23, inertia 991217.057636
start iteration
done sorting
end inner loop
Iteration 24, inertia 991202.897431
start iteration
done sorting
end inner loop
Iteration 25, inertia 991186.896036
start iteration
done sorting
end inner loop
Iteration 26, inertia 991170.921628
start iteration
done sorting
end inner loop
Iteration 27, inertia 991156.633809
start iteration
done sorting
end inner loop
Iteration 28, inertia 991146.083013
start iteration
done sorting
end inner loop
Iteration 29, inertia 991137.040918
start iteration
done sorting
end inner loop
Iteration 30, inertia 991131.450735
start iteration
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end inner loop
Iteration 31, inertia 991126.794342
start iteration
done sorting
end inner loop
Iteration 32, inertia 991122.186979
start iteration
done sorting
end inner loop
Iteration 33, inertia 991118.590274
start iteration
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end inner loop
Iteration 34, inertia 991114.922378
start iteration
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end inner loop
Iteration 35, inertia 991111.472071
start iteration
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end inner loop
Iteration 36, inertia 991108.369375
start iteration
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end inner loop
Iteration 37, inertia 991105.803464
start iteration
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end inner loop
Iteration 38, inertia 991104.274282
start iteration
done sorting
end inner loop
Iteration 39, inertia 991102.805534
start iteration
done sorting
end inner loop
Iteration 40, inertia 991101.403869
start iteration
done sorting
end inner loop
Iteration 41, inertia 991100.493566
start iteration
done sorting
end inner loop
Iteration 42, inertia 991099.467296
start iteration
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end inner loop
Iteration 43, inertia 991098.374707
start iteration
done sorting
end inner loop
Iteration 44, inertia 991097.524489
start iteration
done sorting
end inner loop
Iteration 45, inertia 991096.718847
start iteration
done sorting
end inner loop
Iteration 46, inertia 991095.756955
start iteration
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end inner loop
Iteration 47, inertia 991094.665252
start iteration
done sorting
end inner loop
Iteration 48, inertia 991093.191234
start iteration
done sorting
end inner loop
Iteration 49, inertia 991090.759873
start iteration
done sorting
end inner loop
Iteration 50, inertia 991087.919271
start iteration
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end inner loop
Iteration 51, inertia 991084.657445
start iteration
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end inner loop
Iteration 52, inertia 991081.873858
start iteration
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end inner loop
Iteration 53, inertia 991079.199573
start iteration
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end inner loop
Iteration 54, inertia 991076.351193
start iteration
done sorting
end inner loop
Iteration 55, inertia 991071.957775
start iteration
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end inner loop
Iteration 56, inertia 991067.670422
start iteration
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end inner loop
Iteration 57, inertia 991063.071893
start iteration
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end inner loop
Iteration 58, inertia 991059.339532
start iteration
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end inner loop
Iteration 59, inertia 991055.709386
start iteration
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end inner loop
Iteration 60, inertia 991052.060268
start iteration
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end inner loop
Iteration 61, inertia 991048.430932
start iteration
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end inner loop
Iteration 62, inertia 991044.529741
start iteration
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end inner loop
Iteration 63, inertia 991040.968704
start iteration
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end inner loop
Iteration 64, inertia 991036.8296
start iteration
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end inner loop
Iteration 65, inertia 991032.582955
start iteration
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end inner loop
Iteration 66, inertia 991029.224355
start iteration
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end inner loop
Iteration 67, inertia 991026.291471
start iteration
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end inner loop
Iteration 68, inertia 991022.657784
start iteration
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end inner loop
Iteration 69, inertia 991018.188179
start iteration
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end inner loop
Iteration 70, inertia 991014.319529
start iteration
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end inner loop
Iteration 71, inertia 991011.758165
start iteration
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end inner loop
Iteration 72, inertia 991009.292517
start iteration
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end inner loop
Iteration 73, inertia 991006.81839
start iteration
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end inner loop
Iteration 74, inertia 991004.138476
start iteration
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end inner loop
Iteration 75, inertia 991001.811607
start iteration
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end inner loop
Iteration 76, inertia 990999.974157
start iteration
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end inner loop
Iteration 77, inertia 990997.985594
start iteration
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end inner loop
Iteration 78, inertia 990995.224831
start iteration
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end inner loop
Iteration 79, inertia 990992.183716
start iteration
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end inner loop
Iteration 80, inertia 990989.712111
start iteration
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end inner loop
Iteration 81, inertia 990987.793311
start iteration
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end inner loop
Iteration 82, inertia 990985.595066
start iteration
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Iteration 83, inertia 990982.681379
start iteration
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end inner loop
Iteration 84, inertia 990979.390405
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Iteration 85, inertia 990975.525212
start iteration
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end inner loop
Iteration 86, inertia 990971.035006
start iteration
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end inner loop
Iteration 87, inertia 990965.931653
start iteration
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end inner loop
Iteration 88, inertia 990959.008489
start iteration
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end inner loop
Iteration 89, inertia 990951.96262
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end inner loop
Iteration 90, inertia 990942.744181
start iteration
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end inner loop
Iteration 91, inertia 990932.799187
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end inner loop
Iteration 92, inertia 990923.55917
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end inner loop
Iteration 93, inertia 990915.617504
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end inner loop
Iteration 94, inertia 990907.561662
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end inner loop
Iteration 95, inertia 990899.45885
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end inner loop
Iteration 96, inertia 990889.592875
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end inner loop
Iteration 97, inertia 990879.993033
start iteration
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end inner loop
Iteration 98, inertia 990873.923466
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end inner loop
Iteration 99, inertia 990869.602311
Silhouette Coefficient: -0.065
Number of clusters: 19

Silhouette Coefficient: -0.088
Number of clusters: 20

multi_clustering.sh: line 2: syntax error: unexpected end of file
Silhouette Coefficient: 0.075
Number of clusters: 3

Silhouette Coefficient: 0.081
Number of clusters: 4

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 163512.02987
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end inner loop
Iteration 1, inertia 158850.162539
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end inner loop
Iteration 2, inertia 154185.123914
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end inner loop
Iteration 3, inertia 150284.614439
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end inner loop
Iteration 4, inertia 147663.416554
start iteration
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end inner loop
Iteration 5, inertia 146492.373966
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end inner loop
Iteration 6, inertia 145982.342576
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end inner loop
Iteration 7, inertia 145608.452645
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end inner loop
Iteration 8, inertia 145137.903051
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end inner loop
Iteration 9, inertia 144591.290791
start iteration
done sorting
end inner loop
Iteration 10, inertia 144001.90796
start iteration
done sorting
end inner loop
Iteration 11, inertia 143362.502536
start iteration
done sorting
end inner loop
Iteration 12, inertia 142999.522146
start iteration
done sorting
end inner loop
Iteration 13, inertia 142764.724922
start iteration
done sorting
end inner loop
Iteration 14, inertia 142583.116399
start iteration
done sorting
end inner loop
Iteration 15, inertia 142433.101054
start iteration
done sorting
end inner loop
Iteration 16, inertia 142333.727852
start iteration
done sorting
end inner loop
Iteration 17, inertia 142278.087317
start iteration
done sorting
end inner loop
Iteration 18, inertia 142256.440048
start iteration
done sorting
end inner loop
Iteration 19, inertia 142248.778577
start iteration
done sorting
end inner loop
Iteration 20, inertia 142245.089206
start iteration
done sorting
end inner loop
Iteration 21, inertia 142243.872802
start iteration
done sorting
end inner loop
Iteration 22, inertia 142242.821182
start iteration
done sorting
end inner loop
Iteration 23, inertia 142242.363209
start iteration
done sorting
end inner loop
Iteration 24, inertia 142242.097912
start iteration
done sorting
end inner loop
Iteration 25, inertia 142241.966815
start iteration
done sorting
end inner loop
Iteration 26, inertia 142241.912652
start iteration
done sorting
end inner loop
Iteration 27, inertia 142241.883532
start iteration
done sorting
end inner loop
Iteration 28, inertia 142241.869931
start iteration
done sorting
end inner loop
Iteration 29, inertia 142241.860459
start iteration
done sorting
end inner loop
Iteration 30, inertia 142241.85887
center shift 6.318584e-04 within tolerance 2.688779e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29162.7198208
start iteration
done sorting
end inner loop
Iteration 1, inertia 28864.9395707
start iteration
done sorting
end inner loop
Iteration 2, inertia 28708.980367
start iteration
done sorting
end inner loop
Iteration 3, inertia 28634.4570503
start iteration
done sorting
end inner loop
Iteration 4, inertia 28599.0334283
start iteration
done sorting
end inner loop
Iteration 5, inertia 28579.4343476
start iteration
done sorting
end inner loop
Iteration 6, inertia 28564.2198759
start iteration
done sorting
end inner loop
Iteration 7, inertia 28553.2539363
start iteration
done sorting
end inner loop
Iteration 8, inertia 28544.0601276
start iteration
done sorting
end inner loop
Iteration 9, inertia 28532.5121923
start iteration
done sorting
end inner loop
Iteration 10, inertia 28516.7845894
start iteration
done sorting
end inner loop
Iteration 11, inertia 28498.6579619
start iteration
done sorting
end inner loop
Iteration 12, inertia 28481.578324
start iteration
done sorting
end inner loop
Iteration 13, inertia 28464.9054113
start iteration
done sorting
end inner loop
Iteration 14, inertia 28446.0779868
start iteration
done sorting
end inner loop
Iteration 15, inertia 28423.5127309
start iteration
done sorting
end inner loop
Iteration 16, inertia 28403.6394127
start iteration
done sorting
end inner loop
Iteration 17, inertia 28389.7004877
start iteration
done sorting
end inner loop
Iteration 18, inertia 28377.171289
start iteration
done sorting
end inner loop
Iteration 19, inertia 28368.1472605
start iteration
done sorting
end inner loop
Iteration 20, inertia 28363.6995152
start iteration
done sorting
end inner loop
Iteration 21, inertia 28361.0064022
start iteration
done sorting
end inner loop
Iteration 22, inertia 28359.1550766
start iteration
done sorting
end inner loop
Iteration 23, inertia 28357.3400917
start iteration
done sorting
end inner loop
Iteration 24, inertia 28355.6730273
start iteration
done sorting
end inner loop
Iteration 25, inertia 28354.2832659
start iteration
done sorting
end inner loop
Iteration 26, inertia 28352.805138
start iteration
done sorting
end inner loop
Iteration 27, inertia 28351.0234027
start iteration
done sorting
end inner loop
Iteration 28, inertia 28349.326453
start iteration
done sorting
end inner loop
Iteration 29, inertia 28347.8594165
start iteration
done sorting
end inner loop
Iteration 30, inertia 28346.4977674
start iteration
done sorting
end inner loop
Iteration 31, inertia 28345.6168934
start iteration
done sorting
end inner loop
Iteration 32, inertia 28345.059769
start iteration
done sorting
end inner loop
Iteration 33, inertia 28344.6721792
start iteration
done sorting
end inner loop
Iteration 34, inertia 28344.1467876
start iteration
done sorting
end inner loop
Iteration 35, inertia 28343.6163071
start iteration
done sorting
end inner loop
Iteration 36, inertia 28343.152643
start iteration
done sorting
end inner loop
Iteration 37, inertia 28342.9208868
start iteration
done sorting
end inner loop
Iteration 38, inertia 28342.8630907
start iteration
done sorting
end inner loop
Iteration 39, inertia 28342.8068864
start iteration
done sorting
end inner loop
Iteration 40, inertia 28342.7280075
start iteration
done sorting
end inner loop
Iteration 41, inertia 28342.6604634
start iteration
done sorting
end inner loop
Iteration 42, inertia 28342.4403035
start iteration
done sorting
end inner loop
Iteration 43, inertia 28342.258338
start iteration
done sorting
end inner loop
Iteration 44, inertia 28342.1929788
start iteration
done sorting
end inner loop
Iteration 45, inertia 28342.1784469
start iteration
done sorting
end inner loop
Iteration 46, inertia 28342.1674342
start iteration
done sorting
end inner loop
Iteration 47, inertia 28342.1674342
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.059
Number of clusters: 3

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29064.5702796
start iteration
done sorting
end inner loop
Iteration 1, inertia 28743.1771683
start iteration
done sorting
end inner loop
Iteration 2, inertia 28565.2384971
start iteration
done sorting
end inner loop
Iteration 3, inertia 28435.6149734
start iteration
done sorting
end inner loop
Iteration 4, inertia 28340.9117019
start iteration
done sorting
end inner loop
Iteration 5, inertia 28262.4690554
start iteration
done sorting
end inner loop
Iteration 6, inertia 28193.2097218
start iteration
done sorting
end inner loop
Iteration 7, inertia 28131.6258322
start iteration
done sorting
end inner loop
Iteration 8, inertia 28078.3962118
start iteration
done sorting
end inner loop
Iteration 9, inertia 28033.2167604
start iteration
done sorting
end inner loop
Iteration 10, inertia 27999.5517607
start iteration
done sorting
end inner loop
Iteration 11, inertia 27977.0177116
start iteration
done sorting
end inner loop
Iteration 12, inertia 27957.0086181
start iteration
done sorting
end inner loop
Iteration 13, inertia 27943.1570982
start iteration
done sorting
end inner loop
Iteration 14, inertia 27934.7986021
start iteration
done sorting
end inner loop
Iteration 15, inertia 27931.80623
start iteration
done sorting
end inner loop
Iteration 16, inertia 27929.5391176
start iteration
done sorting
end inner loop
Iteration 17, inertia 27927.6664995
start iteration
done sorting
end inner loop
Iteration 18, inertia 27926.9137647
start iteration
done sorting
end inner loop
Iteration 19, inertia 27926.5649244
start iteration
done sorting
end inner loop
Iteration 20, inertia 27926.4068338
start iteration
done sorting
end inner loop
Iteration 21, inertia 27926.2073097
start iteration
done sorting
end inner loop
Iteration 22, inertia 27926.0152693
start iteration
done sorting
end inner loop
Iteration 23, inertia 27925.9095927
start iteration
done sorting
end inner loop
Iteration 24, inertia 27925.8426154
start iteration
done sorting
end inner loop
Iteration 25, inertia 27925.6594989
start iteration
done sorting
end inner loop
Iteration 26, inertia 27925.5653561
start iteration
done sorting
end inner loop
Iteration 27, inertia 27925.5073818
start iteration
done sorting
end inner loop
Iteration 28, inertia 27925.5073818
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29468.434995
start iteration
done sorting
end inner loop
Iteration 1, inertia 29066.3768355
start iteration
done sorting
end inner loop
Iteration 2, inertia 28709.0178266
start iteration
done sorting
end inner loop
Iteration 3, inertia 28401.3297934
start iteration
done sorting
end inner loop
Iteration 4, inertia 28270.8751503
start iteration
done sorting
end inner loop
Iteration 5, inertia 28205.4032726
start iteration
done sorting
end inner loop
Iteration 6, inertia 28157.0063643
start iteration
done sorting
end inner loop
Iteration 7, inertia 28122.5663661
start iteration
done sorting
end inner loop
Iteration 8, inertia 28098.8150493
start iteration
done sorting
end inner loop
Iteration 9, inertia 28081.8641415
start iteration
done sorting
end inner loop
Iteration 10, inertia 28068.3128675
start iteration
done sorting
end inner loop
Iteration 11, inertia 28054.9596124
start iteration
done sorting
end inner loop
Iteration 12, inertia 28044.6288998
start iteration
done sorting
end inner loop
Iteration 13, inertia 28036.3644228
start iteration
done sorting
end inner loop
Iteration 14, inertia 28029.6526875
start iteration
done sorting
end inner loop
Iteration 15, inertia 28023.9223539
start iteration
done sorting
end inner loop
Iteration 16, inertia 28019.5900483
start iteration
done sorting
end inner loop
Iteration 17, inertia 28013.7692038
start iteration
done sorting
end inner loop
Iteration 18, inertia 28008.3316448
start iteration
done sorting
end inner loop
Iteration 19, inertia 28002.1208927
start iteration
done sorting
end inner loop
Iteration 20, inertia 27997.4789626
start iteration
done sorting
end inner loop
Iteration 21, inertia 27993.0234241
start iteration
done sorting
end inner loop
Iteration 22, inertia 27989.3272583
start iteration
done sorting
end inner loop
Iteration 23, inertia 27984.7045152
start iteration
done sorting
end inner loop
Iteration 24, inertia 27979.4535556
start iteration
done sorting
end inner loop
Iteration 25, inertia 27973.3411564
start iteration
done sorting
end inner loop
Iteration 26, inertia 27968.3072342
start iteration
done sorting
end inner loop
Iteration 27, inertia 27964.2779321
start iteration
done sorting
end inner loop
Iteration 28, inertia 27961.3929279
start iteration
done sorting
end inner loop
Iteration 29, inertia 27959.0503272
start iteration
done sorting
end inner loop
Iteration 30, inertia 27956.9199398
start iteration
done sorting
end inner loop
Iteration 31, inertia 27955.0178221
start iteration
done sorting
end inner loop
Iteration 32, inertia 27953.5741048
start iteration
done sorting
end inner loop
Iteration 33, inertia 27952.3193904
start iteration
done sorting
end inner loop
Iteration 34, inertia 27951.434524
start iteration
done sorting
end inner loop
Iteration 35, inertia 27950.8845855
start iteration
done sorting
end inner loop
Iteration 36, inertia 27950.3630405
start iteration
done sorting
end inner loop
Iteration 37, inertia 27950.0481237
start iteration
done sorting
end inner loop
Iteration 38, inertia 27949.9258321
start iteration
done sorting
end inner loop
Iteration 39, inertia 27949.7393174
start iteration
done sorting
end inner loop
Iteration 40, inertia 27949.4995043
start iteration
done sorting
end inner loop
Iteration 41, inertia 27949.1633678
start iteration
done sorting
end inner loop
Iteration 42, inertia 27948.8328369
start iteration
done sorting
end inner loop
Iteration 43, inertia 27948.6679673
start iteration
done sorting
end inner loop
Iteration 44, inertia 27948.5767118
start iteration
done sorting
end inner loop
Iteration 45, inertia 27948.5218383
start iteration
done sorting
end inner loop
Iteration 46, inertia 27948.4441922
start iteration
done sorting
end inner loop
Iteration 47, inertia 27948.3620151
start iteration
done sorting
end inner loop
Iteration 48, inertia 27948.3620151
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28856.7152989
start iteration
done sorting
end inner loop
Iteration 1, inertia 28389.6897331
start iteration
done sorting
end inner loop
Iteration 2, inertia 28237.0267402
start iteration
done sorting
end inner loop
Iteration 3, inertia 28172.0446228
start iteration
done sorting
end inner loop
Iteration 4, inertia 28130.3975061
start iteration
done sorting
end inner loop
Iteration 5, inertia 28099.18919
start iteration
done sorting
end inner loop
Iteration 6, inertia 28072.3724205
start iteration
done sorting
end inner loop
Iteration 7, inertia 28052.5625106
start iteration
done sorting
end inner loop
Iteration 8, inertia 28039.9426944
start iteration
done sorting
end inner loop
Iteration 9, inertia 28030.8839211
start iteration
done sorting
end inner loop
Iteration 10, inertia 28019.793284
start iteration
done sorting
end inner loop
Iteration 11, inertia 28010.2918025
start iteration
done sorting
end inner loop
Iteration 12, inertia 28003.4897126
start iteration
done sorting
end inner loop
Iteration 13, inertia 27998.7958494
start iteration
done sorting
end inner loop
Iteration 14, inertia 27995.1239505
start iteration
done sorting
end inner loop
Iteration 15, inertia 27992.6754574
start iteration
done sorting
end inner loop
Iteration 16, inertia 27989.8340629
start iteration
done sorting
end inner loop
Iteration 17, inertia 27987.2273487
start iteration
done sorting
end inner loop
Iteration 18, inertia 27984.2569459
start iteration
done sorting
end inner loop
Iteration 19, inertia 27981.8144497
start iteration
done sorting
end inner loop
Iteration 20, inertia 27979.4495068
start iteration
done sorting
end inner loop
Iteration 21, inertia 27976.735036
start iteration
done sorting
end inner loop
Iteration 22, inertia 27974.8123591
start iteration
done sorting
end inner loop
Iteration 23, inertia 27973.3759246
start iteration
done sorting
end inner loop
Iteration 24, inertia 27972.4129741
start iteration
done sorting
end inner loop
Iteration 25, inertia 27971.1547848
start iteration
done sorting
end inner loop
Iteration 26, inertia 27969.8594494
start iteration
done sorting
end inner loop
Iteration 27, inertia 27968.8570627
start iteration
done sorting
end inner loop
Iteration 28, inertia 27968.1572975
start iteration
done sorting
end inner loop
Iteration 29, inertia 27967.4245187
start iteration
done sorting
end inner loop
Iteration 30, inertia 27966.8354643
start iteration
done sorting
end inner loop
Iteration 31, inertia 27966.4702883
start iteration
done sorting
end inner loop
Iteration 32, inertia 27966.0227474
start iteration
done sorting
end inner loop
Iteration 33, inertia 27965.6674283
start iteration
done sorting
end inner loop
Iteration 34, inertia 27965.4808587
start iteration
done sorting
end inner loop
Iteration 35, inertia 27965.3362367
start iteration
done sorting
end inner loop
Iteration 36, inertia 27965.2673046
start iteration
done sorting
end inner loop
Iteration 37, inertia 27965.2123985
start iteration
done sorting
end inner loop
Iteration 38, inertia 27965.1277263
start iteration
done sorting
end inner loop
Iteration 39, inertia 27964.9682371
start iteration
done sorting
end inner loop
Iteration 40, inertia 27964.8075359
start iteration
done sorting
end inner loop
Iteration 41, inertia 27964.4202864
start iteration
done sorting
end inner loop
Iteration 42, inertia 27964.0930924
start iteration
done sorting
end inner loop
Iteration 43, inertia 27963.7507285
start iteration
done sorting
end inner loop
Iteration 44, inertia 27963.5978543
start iteration
done sorting
end inner loop
Iteration 45, inertia 27963.4569178
start iteration
done sorting
end inner loop
Iteration 46, inertia 27963.4078649
start iteration
done sorting
end inner loop
Iteration 47, inertia 27963.3063606
start iteration
done sorting
end inner loop
Iteration 48, inertia 27963.2210179
start iteration
done sorting
end inner loop
Iteration 49, inertia 27963.0970263
start iteration
done sorting
end inner loop
Iteration 50, inertia 27962.9873485
start iteration
done sorting
end inner loop
Iteration 51, inertia 27962.8930758
start iteration
done sorting
end inner loop
Iteration 52, inertia 27962.7354096
start iteration
done sorting
end inner loop
Iteration 53, inertia 27962.6862058
start iteration
done sorting
end inner loop
Iteration 54, inertia 27962.6615585
start iteration
done sorting
end inner loop
Iteration 55, inertia 27962.6315132
start iteration
done sorting
end inner loop
Iteration 56, inertia 27962.5932837
start iteration
done sorting
end inner loop
Iteration 57, inertia 27962.5349167
start iteration
done sorting
end inner loop
Iteration 58, inertia 27962.4822467
start iteration
done sorting
end inner loop
Iteration 59, inertia 27962.4381437
start iteration
done sorting
end inner loop
Iteration 60, inertia 27962.4258243
start iteration
done sorting
end inner loop
Iteration 61, inertia 27962.4258243
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29393.5499005
start iteration
done sorting
end inner loop
Iteration 1, inertia 29161.0581636
start iteration
done sorting
end inner loop
Iteration 2, inertia 29005.8348909
start iteration
done sorting
end inner loop
Iteration 3, inertia 28787.2152774
start iteration
done sorting
end inner loop
Iteration 4, inertia 28482.3470172
start iteration
done sorting
end inner loop
Iteration 5, inertia 28232.0897082
start iteration
done sorting
end inner loop
Iteration 6, inertia 28118.6163005
start iteration
done sorting
end inner loop
Iteration 7, inertia 28071.8800206
start iteration
done sorting
end inner loop
Iteration 8, inertia 28044.4374951
start iteration
done sorting
end inner loop
Iteration 9, inertia 28026.1328066
start iteration
done sorting
end inner loop
Iteration 10, inertia 28010.3060832
start iteration
done sorting
end inner loop
Iteration 11, inertia 27997.5101318
start iteration
done sorting
end inner loop
Iteration 12, inertia 27986.7204507
start iteration
done sorting
end inner loop
Iteration 13, inertia 27977.7183842
start iteration
done sorting
end inner loop
Iteration 14, inertia 27967.7060928
start iteration
done sorting
end inner loop
Iteration 15, inertia 27960.1822186
start iteration
done sorting
end inner loop
Iteration 16, inertia 27955.0792842
start iteration
done sorting
end inner loop
Iteration 17, inertia 27951.9958296
start iteration
done sorting
end inner loop
Iteration 18, inertia 27948.5942671
start iteration
done sorting
end inner loop
Iteration 19, inertia 27945.2172405
start iteration
done sorting
end inner loop
Iteration 20, inertia 27942.1179953
start iteration
done sorting
end inner loop
Iteration 21, inertia 27938.3969906
start iteration
done sorting
end inner loop
Iteration 22, inertia 27935.0286346
start iteration
done sorting
end inner loop
Iteration 23, inertia 27932.1340498
start iteration
done sorting
end inner loop
Iteration 24, inertia 27930.6272167
start iteration
done sorting
end inner loop
Iteration 25, inertia 27929.8654203
start iteration
done sorting
end inner loop
Iteration 26, inertia 27928.9023056
start iteration
done sorting
end inner loop
Iteration 27, inertia 27927.883359
start iteration
done sorting
end inner loop
Iteration 28, inertia 27927.1457004
start iteration
done sorting
end inner loop
Iteration 29, inertia 27926.6040549
start iteration
done sorting
end inner loop
Iteration 30, inertia 27926.2678355
start iteration
done sorting
end inner loop
Iteration 31, inertia 27926.0903114
start iteration
done sorting
end inner loop
Iteration 32, inertia 27925.9636501
start iteration
done sorting
end inner loop
Iteration 33, inertia 27925.8259081
start iteration
done sorting
end inner loop
Iteration 34, inertia 27925.7558435
start iteration
done sorting
end inner loop
Iteration 35, inertia 27925.6963709
start iteration
done sorting
end inner loop
Iteration 36, inertia 27925.6654223
start iteration
done sorting
end inner loop
Iteration 37, inertia 27925.6654223
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29505.8460381
start iteration
done sorting
end inner loop
Iteration 1, inertia 29195.1452646
start iteration
done sorting
end inner loop
Iteration 2, inertia 29059.6907264
start iteration
done sorting
end inner loop
Iteration 3, inertia 28958.0877433
start iteration
done sorting
end inner loop
Iteration 4, inertia 28816.4626114
start iteration
done sorting
end inner loop
Iteration 5, inertia 28667.4291699
start iteration
done sorting
end inner loop
Iteration 6, inertia 28556.7194682
start iteration
done sorting
end inner loop
Iteration 7, inertia 28482.7432094
start iteration
done sorting
end inner loop
Iteration 8, inertia 28432.6478081
start iteration
done sorting
end inner loop
Iteration 9, inertia 28403.2298841
start iteration
done sorting
end inner loop
Iteration 10, inertia 28386.0819739
start iteration
done sorting
end inner loop
Iteration 11, inertia 28373.1193744
start iteration
done sorting
end inner loop
Iteration 12, inertia 28359.8251536
start iteration
done sorting
end inner loop
Iteration 13, inertia 28347.8670102
start iteration
done sorting
end inner loop
Iteration 14, inertia 28340.1621843
start iteration
done sorting
end inner loop
Iteration 15, inertia 28335.1851169
start iteration
done sorting
end inner loop
Iteration 16, inertia 28330.8333048
start iteration
done sorting
end inner loop
Iteration 17, inertia 28327.6044454
start iteration
done sorting
end inner loop
Iteration 18, inertia 28325.703167
start iteration
done sorting
end inner loop
Iteration 19, inertia 28324.6607471
start iteration
done sorting
end inner loop
Iteration 20, inertia 28324.4110077
start iteration
done sorting
end inner loop
Iteration 21, inertia 28324.376051
start iteration
done sorting
end inner loop
Iteration 22, inertia 28324.3631729
start iteration
done sorting
end inner loop
Iteration 23, inertia 28324.3631729
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.082
Number of clusters: 5

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29267.1023895
start iteration
done sorting
end inner loop
Iteration 1, inertia 28861.9304575
start iteration
done sorting
end inner loop
Iteration 2, inertia 28564.3590224
start iteration
done sorting
end inner loop
Iteration 3, inertia 28356.7418383
start iteration
done sorting
end inner loop
Iteration 4, inertia 28217.5368262
start iteration
done sorting
end inner loop
Iteration 5, inertia 28113.8220023
start iteration
done sorting
end inner loop
Iteration 6, inertia 28056.8736831
start iteration
done sorting
end inner loop
Iteration 7, inertia 27993.0616245
start iteration
done sorting
end inner loop
Iteration 8, inertia 27963.5765946
start iteration
done sorting
end inner loop
Iteration 9, inertia 27948.818184
start iteration
done sorting
end inner loop
Iteration 10, inertia 27942.2604518
start iteration
done sorting
end inner loop
Iteration 11, inertia 27937.9433087
start iteration
done sorting
end inner loop
Iteration 12, inertia 27933.6150291
start iteration
done sorting
end inner loop
Iteration 13, inertia 27930.0192801
start iteration
done sorting
end inner loop
Iteration 14, inertia 27927.8542944
start iteration
done sorting
end inner loop
Iteration 15, inertia 27926.927826
start iteration
done sorting
end inner loop
Iteration 16, inertia 27926.4528901
start iteration
done sorting
end inner loop
Iteration 17, inertia 27926.1152219
start iteration
done sorting
end inner loop
Iteration 18, inertia 27925.6440592
start iteration
done sorting
end inner loop
Iteration 19, inertia 27925.1121145
start iteration
done sorting
end inner loop
Iteration 20, inertia 27924.8133815
start iteration
done sorting
end inner loop
Iteration 21, inertia 27924.3560389
start iteration
done sorting
end inner loop
Iteration 22, inertia 27924.1599382
start iteration
done sorting
end inner loop
Iteration 23, inertia 27924.0667407
start iteration
done sorting
end inner loop
Iteration 24, inertia 27923.9617254
start iteration
done sorting
end inner loop
Iteration 25, inertia 27923.824925
start iteration
done sorting
end inner loop
Iteration 26, inertia 27923.567824
start iteration
done sorting
end inner loop
Iteration 27, inertia 27923.391599
start iteration
done sorting
end inner loop
Iteration 28, inertia 27923.2095716
start iteration
done sorting
end inner loop
Iteration 29, inertia 27922.8981275
start iteration
done sorting
end inner loop
Iteration 30, inertia 27922.6944656
start iteration
done sorting
end inner loop
Iteration 31, inertia 27922.5898047
start iteration
done sorting
end inner loop
Iteration 32, inertia 27922.5260021
start iteration
done sorting
end inner loop
Iteration 33, inertia 27922.4396858
start iteration
done sorting
end inner loop
Iteration 34, inertia 27922.4396858
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.032
Number of clusters: 4

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28744.0173839
start iteration
done sorting
end inner loop
Iteration 1, inertia 28227.6215739
start iteration
done sorting
end inner loop
Iteration 2, inertia 27956.1403055
start iteration
done sorting
end inner loop
Iteration 3, inertia 27827.8715637
start iteration
done sorting
end inner loop
Iteration 4, inertia 27762.1256134
start iteration
done sorting
end inner loop
Iteration 5, inertia 27722.3835923
start iteration
done sorting
end inner loop
Iteration 6, inertia 27693.6550363
start iteration
done sorting
end inner loop
Iteration 7, inertia 27673.0099437
start iteration
done sorting
end inner loop
Iteration 8, inertia 27659.7225637
start iteration
done sorting
end inner loop
Iteration 9, inertia 27651.5895655
start iteration
done sorting
end inner loop
Iteration 10, inertia 27644.8983171
start iteration
done sorting
end inner loop
Iteration 11, inertia 27638.3194506
start iteration
done sorting
end inner loop
Iteration 12, inertia 27631.8926891
start iteration
done sorting
end inner loop
Iteration 13, inertia 27626.8964519
start iteration
done sorting
end inner loop
Iteration 14, inertia 27623.3253706
start iteration
done sorting
end inner loop
Iteration 15, inertia 27619.8899054
start iteration
done sorting
end inner loop
Iteration 16, inertia 27616.5010556
start iteration
done sorting
end inner loop
Iteration 17, inertia 27613.7839312
start iteration
done sorting
end inner loop
Iteration 18, inertia 27611.7588821
start iteration
done sorting
end inner loop
Iteration 19, inertia 27609.202907
start iteration
done sorting
end inner loop
Iteration 20, inertia 27607.3766565
start iteration
done sorting
end inner loop
Iteration 21, inertia 27606.3198133
start iteration
done sorting
end inner loop
Iteration 22, inertia 27605.200277
start iteration
done sorting
end inner loop
Iteration 23, inertia 27604.5644606
start iteration
done sorting
end inner loop
Iteration 24, inertia 27603.6696539
start iteration
done sorting
end inner loop
Iteration 25, inertia 27602.6939442
start iteration
done sorting
end inner loop
Iteration 26, inertia 27601.6463511
start iteration
done sorting
end inner loop
Iteration 27, inertia 27600.9072921
start iteration
done sorting
end inner loop
Iteration 28, inertia 27599.916833
start iteration
done sorting
end inner loop
Iteration 29, inertia 27599.1429389
start iteration
done sorting
end inner loop
Iteration 30, inertia 27598.7005833
start iteration
done sorting
end inner loop
Iteration 31, inertia 27598.452921
start iteration
done sorting
end inner loop
Iteration 32, inertia 27597.9891747
start iteration
done sorting
end inner loop
Iteration 33, inertia 27597.6961066
start iteration
done sorting
end inner loop
Iteration 34, inertia 27597.620019
start iteration
done sorting
end inner loop
Iteration 35, inertia 27597.4332691
start iteration
done sorting
end inner loop
Iteration 36, inertia 27597.3927796
start iteration
done sorting
end inner loop
Iteration 37, inertia 27597.2830363
start iteration
done sorting
end inner loop
Iteration 38, inertia 27597.2327336
start iteration
done sorting
end inner loop
Iteration 39, inertia 27597.1779721
start iteration
done sorting
end inner loop
Iteration 40, inertia 27597.1448112
start iteration
done sorting
end inner loop
Iteration 41, inertia 27597.1448112
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29042.8806429
start iteration
done sorting
end inner loop
Iteration 1, inertia 28522.7832442
start iteration
done sorting
end inner loop
Iteration 2, inertia 28252.7257815
start iteration
done sorting
end inner loop
Iteration 3, inertia 28066.6897978
start iteration
done sorting
end inner loop
Iteration 4, inertia 27936.708152
start iteration
done sorting
end inner loop
Iteration 5, inertia 27850.6259057
start iteration
done sorting
end inner loop
Iteration 6, inertia 27794.7569826
start iteration
done sorting
end inner loop
Iteration 7, inertia 27758.5260739
start iteration
done sorting
end inner loop
Iteration 8, inertia 27737.2942593
start iteration
done sorting
end inner loop
Iteration 9, inertia 27722.6701179
start iteration
done sorting
end inner loop
Iteration 10, inertia 27713.2019162
start iteration
done sorting
end inner loop
Iteration 11, inertia 27704.6486421
start iteration
done sorting
end inner loop
Iteration 12, inertia 27693.8058467
start iteration
done sorting
end inner loop
Iteration 13, inertia 27684.3878729
start iteration
done sorting
end inner loop
Iteration 14, inertia 27674.9723375
start iteration
done sorting
end inner loop
Iteration 15, inertia 27664.3095274
start iteration
done sorting
end inner loop
Iteration 16, inertia 27656.1093406
start iteration
done sorting
end inner loop
Iteration 17, inertia 27647.5992894
start iteration
done sorting
end inner loop
Iteration 18, inertia 27642.7130245
start iteration
done sorting
end inner loop
Iteration 19, inertia 27638.6685665
start iteration
done sorting
end inner loop
Iteration 20, inertia 27635.5982879
start iteration
done sorting
end inner loop
Iteration 21, inertia 27631.8621329
start iteration
done sorting
end inner loop
Iteration 22, inertia 27628.0972909
start iteration
done sorting
end inner loop
Iteration 23, inertia 27624.9275183
start iteration
done sorting
end inner loop
Iteration 24, inertia 27621.9955831
start iteration
done sorting
end inner loop
Iteration 25, inertia 27619.8904833
start iteration
done sorting
end inner loop
Iteration 26, inertia 27617.1172558
start iteration
done sorting
end inner loop
Iteration 27, inertia 27615.6789454
start iteration
done sorting
end inner loop
Iteration 28, inertia 27614.8156913
start iteration
done sorting
end inner loop
Iteration 29, inertia 27614.033385
start iteration
done sorting
end inner loop
Iteration 30, inertia 27613.2917393
start iteration
done sorting
end inner loop
Iteration 31, inertia 27612.4986636
start iteration
done sorting
end inner loop
Iteration 32, inertia 27611.9085166
start iteration
done sorting
end inner loop
Iteration 33, inertia 27611.2047828
start iteration
done sorting
end inner loop
Iteration 34, inertia 27610.6618658
start iteration
done sorting
end inner loop
Iteration 35, inertia 27610.2178745
start iteration
done sorting
end inner loop
Iteration 36, inertia 27610.0728324
start iteration
done sorting
end inner loop
Iteration 37, inertia 27609.9721709
start iteration
done sorting
end inner loop
Iteration 38, inertia 27609.8765163
start iteration
done sorting
end inner loop
Iteration 39, inertia 27609.8481238
start iteration
done sorting
end inner loop
Iteration 40, inertia 27609.8481238
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29158.172907
start iteration
done sorting
end inner loop
Iteration 1, inertia 28608.7034949
start iteration
done sorting
end inner loop
Iteration 2, inertia 28276.6825874
start iteration
done sorting
end inner loop
Iteration 3, inertia 28085.8848176
start iteration
done sorting
end inner loop
Iteration 4, inertia 27970.6073726
start iteration
done sorting
end inner loop
Iteration 5, inertia 27885.6381655
start iteration
done sorting
end inner loop
Iteration 6, inertia 27818.4897392
start iteration
done sorting
end inner loop
Iteration 7, inertia 27773.3351948
start iteration
done sorting
end inner loop
Iteration 8, inertia 27750.1069343
start iteration
done sorting
end inner loop
Iteration 9, inertia 27733.3406388
start iteration
done sorting
end inner loop
Iteration 10, inertia 27721.9236109
start iteration
done sorting
end inner loop
Iteration 11, inertia 27712.2206787
start iteration
done sorting
end inner loop
Iteration 12, inertia 27704.3785018
start iteration
done sorting
end inner loop
Iteration 13, inertia 27695.2145616
start iteration
done sorting
end inner loop
Iteration 14, inertia 27687.3081536
start iteration
done sorting
end inner loop
Iteration 15, inertia 27678.8020464
start iteration
done sorting
end inner loop
Iteration 16, inertia 27670.777016
start iteration
done sorting
end inner loop
Iteration 17, inertia 27662.7417895
start iteration
done sorting
end inner loop
Iteration 18, inertia 27654.4834211
start iteration
done sorting
end inner loop
Iteration 19, inertia 27645.9562816
start iteration
done sorting
end inner loop
Iteration 20, inertia 27635.3633218
start iteration
done sorting
end inner loop
Iteration 21, inertia 27626.4448133
start iteration
done sorting
end inner loop
Iteration 22, inertia 27621.2383812
start iteration
done sorting
end inner loop
Iteration 23, inertia 27617.5454356
start iteration
done sorting
end inner loop
Iteration 24, inertia 27614.9723199
start iteration
done sorting
end inner loop
Iteration 25, inertia 27613.3111082
start iteration
done sorting
end inner loop
Iteration 26, inertia 27611.6913967
start iteration
done sorting
end inner loop
Iteration 27, inertia 27610.0848267
start iteration
done sorting
end inner loop
Iteration 28, inertia 27608.888227
start iteration
done sorting
end inner loop
Iteration 29, inertia 27608.1656593
start iteration
done sorting
end inner loop
Iteration 30, inertia 27607.4337747
start iteration
done sorting
end inner loop
Iteration 31, inertia 27606.6494172
start iteration
done sorting
end inner loop
Iteration 32, inertia 27606.0753286
start iteration
done sorting
end inner loop
Iteration 33, inertia 27605.829183
start iteration
done sorting
end inner loop
Iteration 34, inertia 27605.6355289
start iteration
done sorting
end inner loop
Iteration 35, inertia 27605.4167638
start iteration
done sorting
end inner loop
Iteration 36, inertia 27605.3502181
start iteration
done sorting
end inner loop
Iteration 37, inertia 27605.3064197
start iteration
done sorting
end inner loop
Iteration 38, inertia 27605.234568
start iteration
done sorting
end inner loop
Iteration 39, inertia 27605.0612143
start iteration
done sorting
end inner loop
Iteration 40, inertia 27604.7886715
start iteration
done sorting
end inner loop
Iteration 41, inertia 27604.6598763
start iteration
done sorting
end inner loop
Iteration 42, inertia 27604.5527244
start iteration
done sorting
end inner loop
Iteration 43, inertia 27604.3479171
start iteration
done sorting
end inner loop
Iteration 44, inertia 27604.2780056
start iteration
done sorting
end inner loop
Iteration 45, inertia 27604.203965
start iteration
done sorting
end inner loop
Iteration 46, inertia 27604.1467649
start iteration
done sorting
end inner loop
Iteration 47, inertia 27604.079624
start iteration
done sorting
end inner loop
Iteration 48, inertia 27603.9345186
start iteration
done sorting
end inner loop
Iteration 49, inertia 27603.8197245
start iteration
done sorting
end inner loop
Iteration 50, inertia 27603.5281874
start iteration
done sorting
end inner loop
Iteration 51, inertia 27603.2808679
start iteration
done sorting
end inner loop
Iteration 52, inertia 27603.1096967
start iteration
done sorting
end inner loop
Iteration 53, inertia 27602.8872922
start iteration
done sorting
end inner loop
Iteration 54, inertia 27602.6995342
start iteration
done sorting
end inner loop
Iteration 55, inertia 27602.6159695
start iteration
done sorting
end inner loop
Iteration 56, inertia 27602.5414473
start iteration
done sorting
end inner loop
Iteration 57, inertia 27602.5320948
start iteration
done sorting
end inner loop
Iteration 58, inertia 27602.5109725
start iteration
done sorting
end inner loop
Iteration 59, inertia 27602.4685317
start iteration
done sorting
end inner loop
Iteration 60, inertia 27602.4685317
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28804.7366065
start iteration
done sorting
end inner loop
Iteration 1, inertia 28417.0369702
start iteration
done sorting
end inner loop
Iteration 2, inertia 28193.6645798
start iteration
done sorting
end inner loop
Iteration 3, inertia 28037.9722975
start iteration
done sorting
end inner loop
Iteration 4, inertia 27920.8902821
start iteration
done sorting
end inner loop
Iteration 5, inertia 27855.5029951
start iteration
done sorting
end inner loop
Iteration 6, inertia 27822.0135158
start iteration
done sorting
end inner loop
Iteration 7, inertia 27795.937822
start iteration
done sorting
end inner loop
Iteration 8, inertia 27768.3510768
start iteration
done sorting
end inner loop
Iteration 9, inertia 27743.6535185
start iteration
done sorting
end inner loop
Iteration 10, inertia 27718.1583357
start iteration
done sorting
end inner loop
Iteration 11, inertia 27697.5617172
start iteration
done sorting
end inner loop
Iteration 12, inertia 27686.6471967
start iteration
done sorting
end inner loop
Iteration 13, inertia 27678.4157215
start iteration
done sorting
end inner loop
Iteration 14, inertia 27672.2789666
start iteration
done sorting
end inner loop
Iteration 15, inertia 27667.8606027
start iteration
done sorting
end inner loop
Iteration 16, inertia 27664.1645147
start iteration
done sorting
end inner loop
Iteration 17, inertia 27661.2233237
start iteration
done sorting
end inner loop
Iteration 18, inertia 27658.4334149
start iteration
done sorting
end inner loop
Iteration 19, inertia 27655.8617715
start iteration
done sorting
end inner loop
Iteration 20, inertia 27654.121155
start iteration
done sorting
end inner loop
Iteration 21, inertia 27652.4481575
start iteration
done sorting
end inner loop
Iteration 22, inertia 27650.9526601
start iteration
done sorting
end inner loop
Iteration 23, inertia 27650.3395682
start iteration
done sorting
end inner loop
Iteration 24, inertia 27649.7947597
start iteration
done sorting
end inner loop
Iteration 25, inertia 27649.402567
start iteration
done sorting
end inner loop
Iteration 26, inertia 27649.312929
start iteration
done sorting
end inner loop
Iteration 27, inertia 27649.2119124
start iteration
done sorting
end inner loop
Iteration 28, inertia 27649.1273654
start iteration
done sorting
end inner loop
Iteration 29, inertia 27648.923674
start iteration
done sorting
end inner loop
Iteration 30, inertia 27648.8100103
start iteration
done sorting
end inner loop
Iteration 31, inertia 27648.3062481
start iteration
done sorting
end inner loop
Iteration 32, inertia 27647.8108014
start iteration
done sorting
end inner loop
Iteration 33, inertia 27647.3669788
start iteration
done sorting
end inner loop
Iteration 34, inertia 27647.0558269
start iteration
done sorting
end inner loop
Iteration 35, inertia 27646.2656203
start iteration
done sorting
end inner loop
Iteration 36, inertia 27645.7177344
start iteration
done sorting
end inner loop
Iteration 37, inertia 27645.2816118
start iteration
done sorting
end inner loop
Iteration 38, inertia 27645.0578238
start iteration
done sorting
end inner loop
Iteration 39, inertia 27644.895688
start iteration
done sorting
end inner loop
Iteration 40, inertia 27644.5958554
start iteration
done sorting
end inner loop
Iteration 41, inertia 27644.4297419
start iteration
done sorting
end inner loop
Iteration 42, inertia 27644.208285
start iteration
done sorting
end inner loop
Iteration 43, inertia 27643.7681873
start iteration
done sorting
end inner loop
Iteration 44, inertia 27643.2879972
start iteration
done sorting
end inner loop
Iteration 45, inertia 27642.7890876
start iteration
done sorting
end inner loop
Iteration 46, inertia 27642.474512
start iteration
done sorting
end inner loop
Iteration 47, inertia 27642.1247951
start iteration
done sorting
end inner loop
Iteration 48, inertia 27641.7030425
start iteration
done sorting
end inner loop
Iteration 49, inertia 27641.5168036
start iteration
done sorting
end inner loop
Iteration 50, inertia 27641.2086262
start iteration
done sorting
end inner loop
Iteration 51, inertia 27640.9737312
start iteration
done sorting
end inner loop
Iteration 52, inertia 27640.6866341
start iteration
done sorting
end inner loop
Iteration 53, inertia 27640.5050014
start iteration
done sorting
end inner loop
Iteration 54, inertia 27640.4441493
start iteration
done sorting
end inner loop
Iteration 55, inertia 27640.4077856
start iteration
done sorting
end inner loop
Iteration 56, inertia 27640.3394778
start iteration
done sorting
end inner loop
Iteration 57, inertia 27640.324443
start iteration
done sorting
end inner loop
Iteration 58, inertia 27640.3131294
start iteration
done sorting
end inner loop
Iteration 59, inertia 27640.3131294
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29475.4475392
start iteration
done sorting
end inner loop
Iteration 1, inertia 28974.216255
start iteration
done sorting
end inner loop
Iteration 2, inertia 28541.0948528
start iteration
done sorting
end inner loop
Iteration 3, inertia 28209.3512995
start iteration
done sorting
end inner loop
Iteration 4, inertia 28041.3208596
start iteration
done sorting
end inner loop
Iteration 5, inertia 27939.2032347
start iteration
done sorting
end inner loop
Iteration 6, inertia 27844.4472969
start iteration
done sorting
end inner loop
Iteration 7, inertia 27773.0949054
start iteration
done sorting
end inner loop
Iteration 8, inertia 27733.0287419
start iteration
done sorting
end inner loop
Iteration 9, inertia 27706.5916708
start iteration
done sorting
end inner loop
Iteration 10, inertia 27691.5276979
start iteration
done sorting
end inner loop
Iteration 11, inertia 27680.018418
start iteration
done sorting
end inner loop
Iteration 12, inertia 27671.4365923
start iteration
done sorting
end inner loop
Iteration 13, inertia 27662.9032503
start iteration
done sorting
end inner loop
Iteration 14, inertia 27656.0805017
start iteration
done sorting
end inner loop
Iteration 15, inertia 27651.1941572
start iteration
done sorting
end inner loop
Iteration 16, inertia 27646.4717587
start iteration
done sorting
end inner loop
Iteration 17, inertia 27642.3759695
start iteration
done sorting
end inner loop
Iteration 18, inertia 27638.7884274
start iteration
done sorting
end inner loop
Iteration 19, inertia 27634.2521124
start iteration
done sorting
end inner loop
Iteration 20, inertia 27630.9553641
start iteration
done sorting
end inner loop
Iteration 21, inertia 27628.3724877
start iteration
done sorting
end inner loop
Iteration 22, inertia 27626.1249612
start iteration
done sorting
end inner loop
Iteration 23, inertia 27622.9617604
start iteration
done sorting
end inner loop
Iteration 24, inertia 27620.0456709
start iteration
done sorting
end inner loop
Iteration 25, inertia 27617.649101
start iteration
done sorting
end inner loop
Iteration 26, inertia 27614.8803328
start iteration
done sorting
end inner loop
Iteration 27, inertia 27612.069975
start iteration
done sorting
end inner loop
Iteration 28, inertia 27609.3877689
start iteration
done sorting
end inner loop
Iteration 29, inertia 27607.060377
start iteration
done sorting
end inner loop
Iteration 30, inertia 27605.5824298
start iteration
done sorting
end inner loop
Iteration 31, inertia 27604.6538839
start iteration
done sorting
end inner loop
Iteration 32, inertia 27603.4714823
start iteration
done sorting
end inner loop
Iteration 33, inertia 27602.456917
start iteration
done sorting
end inner loop
Iteration 34, inertia 27601.6483528
start iteration
done sorting
end inner loop
Iteration 35, inertia 27600.9838555
start iteration
done sorting
end inner loop
Iteration 36, inertia 27600.5240051
start iteration
done sorting
end inner loop
Iteration 37, inertia 27600.2930351
start iteration
done sorting
end inner loop
Iteration 38, inertia 27599.8001967
start iteration
done sorting
end inner loop
Iteration 39, inertia 27599.340759
start iteration
done sorting
end inner loop
Iteration 40, inertia 27599.1662924
start iteration
done sorting
end inner loop
Iteration 41, inertia 27599.0383947
start iteration
done sorting
end inner loop
Iteration 42, inertia 27598.9008024
start iteration
done sorting
end inner loop
Iteration 43, inertia 27598.9008024
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 29262.4055446
start iteration
done sorting
end inner loop
Iteration 1, inertia 28574.5338052
start iteration
done sorting
end inner loop
Iteration 2, inertia 28168.1474215
start iteration
done sorting
end inner loop
Iteration 3, inertia 28007.2310369
start iteration
done sorting
end inner loop
Iteration 4, inertia 27939.5591771
start iteration
done sorting
end inner loop
Iteration 5, inertia 27890.7883602
start iteration
done sorting
end inner loop
Iteration 6, inertia 27845.7721473
start iteration
done sorting
end inner loop
Iteration 7, inertia 27812.3759319
start iteration
done sorting
end inner loop
Iteration 8, inertia 27776.7195998
start iteration
done sorting
end inner loop
Iteration 9, inertia 27738.6614579
start iteration
done sorting
end inner loop
Iteration 10, inertia 27706.2311509
start iteration
done sorting
end inner loop
Iteration 11, inertia 27686.8697493
start iteration
done sorting
end inner loop
Iteration 12, inertia 27673.6465013
start iteration
done sorting
end inner loop
Iteration 13, inertia 27664.670461
start iteration
done sorting
end inner loop
Iteration 14, inertia 27659.2322382
start iteration
done sorting
end inner loop
Iteration 15, inertia 27655.4328964
start iteration
done sorting
end inner loop
Iteration 16, inertia 27651.9180686
start iteration
done sorting
end inner loop
Iteration 17, inertia 27647.9598453
start iteration
done sorting
end inner loop
Iteration 18, inertia 27645.0272241
start iteration
done sInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28769.3938114
start iteration
done sorting
end inner loop
Iteration 1, inertia 28330.3750548
start iteration
done sorting
end inner loop
Iteration 2, inertia 28128.1102457
start iteration
done sorting
end inner loop
Iteration 3, inertia 27963.0658763
start iteration
done sorting
end inner loop
Iteration 4, inertia 27864.4356628
start iteration
done sorting
end inner loop
Iteration 5, inertia 27814.7768633
start iteration
done sorting
end inner loop
Iteration 6, inertia 27779.5006662
start iteration
done sorting
end inner loop
Iteration 7, inertia 27747.6947292
start iteration
done sorting
end inner loop
Iteration 8, inertia 27721.6609144
start iteration
done sorting
end inner loop
Iteration 9, inertia 27700.2751156
start iteration
done sorting
end inner loop
Iteration 10, inertia 27679.8025277
start iteration
done sorting
end inner loop
Iteration 11, inertia 27660.3071924
start iteration
done sorting
end inner loop
Iteration 12, inertia 27646.4351838
start iteration
done sorting
end inner loop
Iteration 13, inertia 27638.4505943
start iteration
done sorting
end inner loop
Iteration 14, inertia 27633.2929144
start iteration
done sorting
end inner loop
Iteration 15, inertia 27631.2842491
start iteration
done sorting
end inner loop
Iteration 16, inertia 27630.2327298
start iteration
done sorting
end inner loop
Iteration 17, inertia 27629.6090648
start iteration
done sorting
end inner loop
Iteration 18, inertia 27629.1537065
start iteration
done sorting
end inner loop
Iteration 19, inertia 27628.6993155
start iteration
done sorting
end inner loop
Iteration 20, inertia 27628.1336602
start iteration
done sorting
end inner loop
Iteration 21, inertia 27627.8944896
start iteration
done sorting
end inner loop
Iteration 22, inertia 27627.5908227
start iteration
done sorting
end inner loop
Iteration 23, inertia 27627.1879406
start iteration
done sorting
end inner loop
Iteration 24, inertia 27626.8854163
start iteration
done sorting
end inner loop
Iteration 25, inertia 27626.6970627
start iteration
done sorting
end inner loop
Iteration 26, inertia 27626.5303302
start iteration
done sorting
end inner loop
Iteration 27, inertia 27626.4854193
start iteration
done sorting
end inner loop
Iteration 28, inertia 27626.3453849
start iteration
done sorting
end inner loop
Iteration 29, inertia 27626.3125677
start iteration
done sorting
end inner loop
Iteration 30, inertia 27626.3022042
start iteration
done sorting
end inner loop
Iteration 31, inertia 27626.3022042
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28866.6784513
start iteration
done sorting
end inner loop
Iteration 1, inertia 28339.9824216
start iteration
done sorting
end inner loop
Iteration 2, inertia 28103.4169279
start iteration
done sorting
end inner loop
Iteration 3, inertia 27957.9878161
start iteration
done sorting
end inner loop
Iteration 4, inertia 27866.7346441
start iteration
done sorting
end inner loop
Iteration 5, inertia 27781.7410937
start iteration
done sorting
end inner loop
Iteration 6, inertia 27714.6119742
start iteration
done sorting
end inner loop
Iteration 7, inertia 27670.9250131
start iteration
done sorting
end inner loop
Iteration 8, inertia 27648.0684882
start iteration
done sorting
end inner loop
Iteration 9, inertia 27631.3014903
start iteration
done sorting
end inner loop
Iteration 10, inertia 27618.8549708
start iteration
done sorting
end inner loop
Iteration 11, inertia 27611.4430731
start iteration
done sorting
end inner loop
Iteration 12, inertia 27608.3072901
start iteration
done sorting
end inner loop
Iteration 13, inertia 27606.7454984
start iteration
done sorting
end inner loop
Iteration 14, inertia 27605.3765496
start iteration
done sorting
end inner loop
Iteration 15, inertia 27604.5903242
start iteration
done sorting
end inner loop
Iteration 16, inertia 27603.9824656
start iteration
done sorting
end inner loop
Iteration 17, inertia 27603.393609
start iteration
done sorting
end inner loop
Iteration 18, inertia 27603.0157908
start iteration
done sorting
end inner loop
Iteration 19, inertia 27602.6330179
start iteration
done sorting
end inner loop
Iteration 20, inertia 27602.2420548
start iteration
done sorting
end inner loop
Iteration 21, inertia 27601.7463657
start iteration
done sorting
end inner loop
Iteration 22, inertia 27601.0216998
start iteration
done sorting
end inner loop
Iteration 23, inertia 27600.8844406
start iteration
done sorting
end inner loop
Iteration 24, inertia 27600.8595095
start iteration
done sorting
end inner loop
Iteration 25, inertia 27600.7882106
start iteration
done sorting
end inner loop
Iteration 26, inertia 27600.7132792
start iteration
done sorting
end inner loop
Iteration 27, inertia 27600.7025749
start iteration
done sorting
end inner loop
Iteration 28, inertia 27600.7025749
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28759.6850798
start iteration
done sorting
end inner loop
Iteration 1, inertia 28323.6188308
start iteration
done sorting
end inner loop
Iteration 2, inertia 28080.906345
start iteration
done sorting
end inner loop
Iteration 3, inertia 27865.043057
start iteration
done sorting
end inner loop
Iteration 4, inertia 27741.563094
start iteration
done sorting
end inner loop
Iteration 5, inertia 27691.8721983
start iteration
done sorting
end inner loop
Iteration 6, inertia 27667.4974197
start iteration
done sorting
end inner loop
Iteration 7, inertia 27651.3363742
start iteration
done sorting
end inner loop
Iteration 8, inertia 27639.0869182
start iteration
done sorting
end inner loop
Iteration 9, inertia 27629.9629219
start iteration
done sorting
end inner loop
Iteration 10, inertia 27622.0262051
start iteration
done sorting
end inner loop
Iteration 11, inertia 27617.1782564
start iteration
done sorting
end inner loop
Iteration 12, inertia 27614.320314
start iteration
done sorting
end inner loop
Iteration 13, inertia 27612.2112663
start iteration
done sorting
end inner loop
Iteration 14, inertia 27610.2519015
start iteration
done sorting
end inner loop
Iteration 15, inertia 27608.1560633
start iteration
done sorting
end inner loop
Iteration 16, inertia 27607.350703
start iteration
done sorting
end inner loop
Iteration 17, inertia 27606.377319
start iteration
done sorting
end inner loop
Iteration 18, inertia 27605.5889051
start iteration
done sorting
end inner loop
Iteration 19, inertia 27604.6936415
start iteration
done sorting
end inner loop
Iteration 20, inertia 27604.0902667
start iteration
done sorting
end inner loop
Iteration 21, inertia 27603.6695068
start iteration
done sorting
end inner loop
Iteration 22, inertia 27603.388876
start iteration
done sorting
end inner loop
Iteration 23, inertia 27602.9683687
start iteration
done sorting
end inner loop
Iteration 24, inertia 27602.4968141
start iteration
done sorting
end inner loop
Iteration 25, inertia 27602.2085335
start iteration
done sorting
end inner loop
Iteration 26, inertia 27602.0872664
start iteration
done sorting
end inner loop
Iteration 27, inertia 27602.0774433
start iteration
done sorting
end inner loop
Iteration 28, inertia 27602.0774433
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.013
Number of clusters: 5

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28948.3195839
start iteration
done sorting
end inner loop
Iteration 1, inertia 28400.5469669
start iteration
done sorting
end inner loop
Iteration 2, inertia 28066.7746972
start iteration
done sorting
end inner loop
Iteration 3, inertia 27822.4616083
start iteration
done sorting
end inner loop
Iteration 4, inertia 27703.5980377
start iteration
done sorting
end inner loop
Iteration 5, inertia 27628.6150876
start iteration
done sorting
end inner loop
Iteration 6, inertia 27573.8247102
start iteration
done sorting
end inner loop
Iteration 7, inertia 27537.9328831
start iteration
done sorting
end inner loop
Iteration 8, inertia 27514.2963993
stInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28553.5410789
start iteration
done sorting
end inner loop
Iteration 1, inertia 28165.0274213
start iteration
done sorting
end inner loop
Iteration 2, inertia 27991.6028363
start iteration
done sorting
end inner loop
Iteration 3, inertia 27844.6552055
start iteration
done sorting
end inner loop
Iteration 4, inertia 27736.407623
start iteration
done sorting
end inner loop
Iteration 5, inertia 27662.6484443
start iteration
done sorting
end inner loop
Iteration 6, inertia 27616.5473616
start iteration
done sorting
end inner loop
Iteration 7, inertia 27580.2690046
start iteration
done sorting
end inner loop
Iteration 8, inertia 27555.0840066
start iteration
done sorting
end inner loop
Iteration 9, inertia 27538.1929846
start iteration
done sorting
end inner loop
Iteration 10, inertia 27521.6042384
start iteration
done sorting
end inner loop
Iteration 11, inertia 27508.5363608
start iteration
done sorting
end inner loop
Iteration 12, inertia 27497.5445582
start iteration
done sorting
end inner loop
Iteration 13, inertia 27487.3215141
start iteration
done sorting
end inner loop
Iteration 14, inertia 27476.2756922
start iteration
done sorting
end inner loop
Iteration 15, inertia 27468.3065522
start iteration
done sorting
end inner loop
Iteration 16, inertia 27460.4490908
start iteration
done sorting
end inner loop
Iteration 17, inertia 27453.1619653
start iteration
done sorting
end inner loop
Iteration 18, inertia 27447.579236
start iteration
done sorting
end inner loop
Iteration 19, inertia 27442.1295962
start iteration
done sorting
end inner loop
Iteration 20, inertia 27435.7171213
start iteration
done sorting
end inner loop
Iteration 21, inertia 27431.5502977
start iteration
done sorting
end inner loop
Iteration 22, inertia 27428.4161058
start iteration
done sorting
end inner loop
Iteration 23, inertia 27425.9700052
start iteration
done sorting
end inner loop
Iteration 24, inertia 27423.7863069
start iteration
done sorting
end inner loop
Iteration 25, inertia 27422.1880948
start iteration
done sorting
end inner loop
Iteration 26, inertia 27421.0510245
start iteration
done sorting
end inner loop
Iteration 27, inertia 27420.0778243
start iteration
done sorting
end inner loop
Iteration 28, inertia 27419.0543709
start iteration
done sorting
end inner loop
Iteration 29, inertia 27417.4927876
start iteration
done sorting
end inner loop
Iteration 30, inertia 27416.8144752
start iteration
done sorting
end inner loop
Iteration 31, inertia 27416.3139336
start iteration
done sorting
end inner loop
Iteration 32, inertia 27415.8303462
start iteration
done sorting
end inner loop
Iteration 33, inertia 27415.220691
start iteration
done sorting
end inner loop
Iteration 34, inertia 27414.745991
start iteration
done sorting
end inner loop
Iteration 35, inertia 27414.2838443
start iteration
done sorting
end inner loop
Iteration 36, inertia 27413.7515643
start iteration
done sorting
end inner loop
Iteration 37, inertia 27413.4903344
start iteration
done sorting
end inner loop
Iteration 38, inertia 27413.2748306
start iteration
done sorting
end inner loop
Iteration 39, inertia 27412.9943685
start iteration
done sorting
end inner loop
Iteration 40, inertia 27412.8536768
start iteration
done sorting
end inner loop
Iteration 41, inertia 27412.6462703
start iteration
done sorting
end inner loop
Iteration 42, inertia 27412.2734603
start iteration
done sorting
end inner loop
Iteration 43, inertia 27412.0865937
start iteration
done sorting
end inner loop
Iteration 44, inertia 27412.0865937
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28505.1885869
start iteration
done sorting
end inner loop
Iteration 1, inertia 28052.8450914
start iteration
done sorting
end inner loop
Iteration 2, inertia 27839.6401232
start iteration
done sorting
end inner loop
Iteration 3, inertia 27728.4776105
start iteration
done sorting
end inner loop
Iteration 4, inertia 27667.3378574
start iteration
done sorting
end inner loop
Iteration 5, inertia 27617.4835823
start iteration
done sorting
end inner loop
Iteration 6, inertia 27572.4545344
start iteration
done sorting
end inner loop
Iteration 7, inertia 27542.5294474
start iteration
done sorting
end inner loop
Iteration 8, inertia 27514.5681366
start iteration
done sorting
end inner loop
Iteration 9, inertia 27491.1622392
start iteration
done sorting
end inner loop
Iteration 10, inertia 27473.1499678
start iteration
done sorting
end inner loop
Iteration 11, inertia 27459.0329778
start iteration
done sorting
end inner loop
Iteration 12, inertia 27449.4711055
start iteration
done sorting
end inner loop
Iteration 13, inertia 27442.6059936
start iteration
done sorting
end inner loop
Iteration 14, inertia 27437.8318237
start iteration
done sorting
end inner loop
Iteration 15, inertia 27434.0452139
start iteration
done sorting
end inner loop
Iteration 16, inertia 27431.026261
start iteration
done sorting
end inner loop
Iteration 17, inertia 27429.3803914
start iteration
done sorting
end inner loop
Iteration 18, inertia 27427.9859499
start iteration
done sorting
end inner loop
Iteration 19, inertia 27426.7633481
start iteration
done sorting
end inner loop
Iteration 20, inertia 27425.399802
start iteration
done sorting
end inner loop
Iteration 21, inertia 27423.8607649
start iteration
done sorting
end inner loop
Iteration 22, inertia 27421.8648582
start iteration
done sorting
end inner loop
Iteration 23, inertia 27419.0695401
start iteration
done sorting
end inner loop
Iteration 24, inertia 27416.7312438
start iteration
done sorting
end inner loop
Iteration 25, inertia 27412.5526031
start iteration
done sorting
end inner loop
Iteration 26, inertia 27407.6020822
start iteration
done sorting
end inner loop
Iteration 27, inertia 27403.5556266
start iteration
done sorting
end inner loop
Iteration 28, inertia 27399.604444
start iteration
done sorting
end inner loop
Iteration 29, inertia 27396.4731023
start iteration
done sorting
end inner loop
Iteration 30, inertia 27394.2458064
start iteration
done sorting
end inner loop
Iteration 31, inertia 27392.578569
start iteration
done sorting
end inner loop
Iteration 32, inertia 27390.7845193
start iteration
done sorting
end inner loop
Iteration 33, inertia 27389.1543691
start iteration
done sorting
end inner loop
Iteration 34, inertia 27387.7026007
start iteration
done sorting
end inner loop
Iteration 35, inertia 27387.1153488
start iteration
done sorting
end inner loop
Iteration 36, inertia 27386.0591302
start iteration
done sorting
end inner loop
Iteration 37, inertia 27385.1858843
start iteration
done sorting
end inner loop
Iteration 38, inertia 27384.7269871
start iteration
done sorting
end inner loop
Iteration 39, inertia 27384.1543898
start iteration
done sorting
end inner loop
Iteration 40, inertia 27383.7755762
start iteration
done sorting
end inner loop
Iteration 41, inertia 27383.4380071
start iteration
done sorting
end inner loop
Iteration 42, inertia 27383.1740317
start iteration
done sorting
end inner loop
Iteration 43, inertia 27382.9064715
start iteration
done sorting
end inner loop
Iteration 44, inertia 27382.427504
start iteration
done sorting
end inner loop
Iteration 45, inertia 27381.7686012
start iteration
done sorting
end inner loop
Iteration 46, inertia 27381.1926747
start iteration
done sorting
end inner loop
Iteration 47, inertia 27380.4485701
start iteration
done sorting
end inner loop
Iteration 48, inertia 27379.8977681
start iteration
done sorting
end inner loop
Iteration 49, inertia 27379.280505
start iteration
done sorting
end inner loop
Iteration 50, inertia 27378.7017839
start iteration
done sorting
end inner loop
Iteration 51, inertia 27377.9555871
start iteration
done sorting
end inner loop
Iteration 52, inertia 27377.5609485
start iteration
done sorting
end inner loop
Iteration 53, inertia 27376.9075694
start iteration
done sorting
end inner loop
Iteration 54, inertia 27376.5345349
start iteration
done sorting
end inner loop
Iteration 55, inertia 27376.0671901
start iteration
done sorting
end inner loop
Iteration 56, inertia 27375.5810468
start iteration
done sorting
end inner loop
Iteration 57, inertia 27374.4054295
start iteration
done sorting
end inner loop
Iteration 58, inertia 27373.0375006
start iteration
done sorting
end inner loop
Iteration 59, inertia 27371.7914121
start iteration
done sorting
end inner loop
Iteration 60, inertia 27370.7533575
start iteration
done sorting
end inner loop
Iteration 61, inertia 27369.8675522
start iteration
done sorting
end inner loop
Iteration 62, inertia 27368.931541
start iteration
done sorting
end inner loop
Iteration 63, inertia 27367.8987093
start iteration
done sorting
end inner loop
Iteration 64, inertia 27366.9949841
start iteration
done sorting
end inner loop
Iteration 65, inertia 27366.4492933
start iteration
done sorting
end inner loop
Iteration 66, inertia 27365.9552157
start iteration
done sorting
end inner loop
Iteration 67, inertia 27365.4445156
start iteration
done sorting
end inner loop
Iteration 68, inertia 27364.9300086
start iteration
done sorting
end inner loop
Iteration 69, inertia 27364.4971697
start iteration
done sorting
end inner loop
Iteration 70, inertia 27363.7698396
start iteration
done sorting
end inner loop
Iteration 71, inertia 27363.1750273
start iteration
done sorting
end inner loop
Iteration 72, inertia 27362.6675742
start iteration
done sorting
end inner loop
Iteration 73, inertia 27362.0959055
start iteration
done sorting
end inner loop
Iteration 74, inertia 27361.6045557
start iteration
done sorting
end inner loop
Iteration 75, inertia 27361.3081558
start iteration
done sorting
end inner loop
Iteration 76, inertia 27361.1246419
start iteration
done sorting
end inner loop
Iteration 77, inertia 27360.8662662
start iteration
done sorting
end inner loop
Iteration 78, inertia 27360.5783778
start iteration
done sorting
end inner loop
Iteration 79, inertia 27360.3670209
start iteration
done sorting
end inner loop
Iteration 80, inertia 27360.0693791
start iteration
done sorting
end inner loop
Iteration 81, inertia 27359.5418902
start iteration
done sorting
end inner loop
Iteration 82, inertia 27358.980378
start iteration
done sorting
end inner loop
Iteration 83, inertia 27358.2625177
start iteration
done sorting
end inner loop
Iteration 84, inertia 27357.342231
start iteration
done sorting
end inner loop
Iteration 85, inertia 27356.6539657
start iteration
done sorting
end inner loop
Iteration 86, inertia 27355.3144589
start iteration
done sorting
end inner loop
Iteration 87, inertia 27353.5250333
start iteration
done sorting
end inner loop
Iteration 88, inertia 27352.3948376
start iteration
done sorting
end inner loop
Iteration 89, inertia 27351.557618
start iteration
done sorting
end inner loop
Iteration 90, inertia 27350.8157477
start iteration
done sorting
end inner loop
Iteration 91, inertia 27350.1492944
start iteration
done sorting
end inner loop
Iteration 92, inertia 27349.4802677
start iteration
done sorting
end inner loop
Iteration 93, inertia 27349.2413439
start iteration
done sorting
end inner loop
Iteration 94, inertia 27349.0030263
start iteration
done sorting
end inner loop
Iteration 95, inertia 27348.7311177
start iteration
done sorting
end inner loop
Iteration 96, inertia 27348.5725681
start iteration
done sorting
end inner loop
Iteration 97, inertia 27348.4990941
start iteration
done sorting
end inner loop
Iteration 98, inertia 27348.2575503
start iteration
done sorting
end inner loop
Iteration 99, inertia 27348.0596602
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28575.4501638
start iteration
done sorting
end inner loop
Iteration 1, inertia 28161.6004263
start iteration
done sorting
end inner loop
Iteration 2, inertia 27996.199065
start iteration
done sorting
end inner loop
Iteration 3, inertia 27883.296024
start iteration
done sorting
end inner loop
Iteration 4, inertia 27764.827337
start iteration
done sorting
end inner loop
Iteration 5, inertia 27678.6990264
start iteration
done sorting
end inner loop
Iteration 6, inertia 27628.8296907
start iteration
done sorting
end inner loop
Iteration 7, inertia 27595.6964892
start iteration
done sorting
end inner loop
Iteration 8, inertia 27575.9064212
start iteration
done sorting
end inner loop
Iteration 9, inertia 27546.6701099
start iteration
done sorting
end inner loop
Iteration 10, inertia 27505.6056843
start iteration
done sorting
end inner loop
Iteration 11, inertia 27463.6139372
start iteration
done sorting
end inner loop
Iteration 12, inertia 27428.7643435
start iteration
done sorting
end inner loop
Iteration 13, inertia 27407.7906777
start iteration
done sorting
end inner loop
Iteration 14, inertia 27394.2237947
start iteration
done sorting
end inner loop
Iteration 15, inertia 27383.672643
start iteration
done sorting
end inner loop
Iteration 16, inertia 27375.2745276
start iteration
done sorting
end inner loop
Iteration 17, inertia 27365.4517683
start iteration
done sorting
end inner loop
Iteration 18, inertia 27357.5564516
start iteration
done sorting
end inner loop
Iteration 19, inertia 27351.4518407
start iteration
done sorting
end inner loop
Iteration 20, inertia 27345.662166
start iteration
done sorting
end inner loop
Iteration 21, inertia 27341.7040995
start iteration
done sorting
end inner loop
Iteration 22, inertia 27338.5586589
start iteration
done sorting
end inner loop
Iteration 23, inertia 27336.2461793
start iteration
done sorting
end inner loop
Iteration 24, inertia 27334.0466443
start iteration
done sorting
end inner loop
Iteration 25, inertia 27332.2638343
start iteration
done sorting
end inner loop
Iteration 26, inertia 27330.6196849
start iteration
done sorting
end inner loop
Iteration 27, inertia 27328.4361461
start iteration
done sorting
end inner loop
Iteration 28, inertia 27326.6455008
start iteration
done sorting
end inner loop
Iteration 29, inertia 27324.4250032
start iteration
done sorting
end inner loop
Iteration 30, inertia 27322.6637838
start iteration
done sorting
end inner loop
Iteration 31, inertia 27320.7155158
start iteration
done sorting
end inner loop
Iteration 32, inertia 27319.7882583
start iteration
done sorting
end inner loop
Iteration 33, inertia 27319.1164888
start iteration
done sorting
end inner loop
Iteration 34, inertia 27318.12449
start iteration
done sorting
end inner loop
Iteration 35, inertia 27317.1424324
start iteration
done sorting
end inner loop
Iteration 36, inertia 27316.4896683
start iteration
done sorting
end inner loop
Iteration 37, inertia 27316.0793334
start iteration
done sorting
end inner loop
Iteration 38, inertia 27315.9388098
start iteration
done sorting
end inner loop
Iteration 39, inertia 27315.9300923
start iteration
done sorting
end inner loop
Iteration 40, inertia 27315.9300923
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28748.755341
start iteration
done sorting
end inner loop
Iteration 1, inertia 28184.550684
start iteration
done sorting
end inner loop
Iteration 2, inertia 27842.9286509
start iteration
done sorting
end inner loop
Iteration 3, inertia 27698.0913411
start iteration
done sorting
end inner loop
Iteration 4, inertia 27629.8690076
start iteration
done sorting
end inner loop
Iteration 5, inertia 27593.9770405
start iteration
done sorting
end inner loop
Iteration 6, inertia 27558.4542188
start iteration
done sorting
end inner loop
Iteration 7, inertia 27528.9499788
start iteration
done sorting
end inner loop
Iteration 8, inertia 27508.1538127
start iteration
done sorting
end inner loop
Iteration 9, inertia 27488.2525813
start iteration
done sorting
end inner loop
Iteration 10, inertia 27471.3716939
start iteration
done sorting
end inner loop
Iteration 11, inertia 27459.2081984
start iteration
done sorting
end inner loop
Iteration 12, inertia 27450.538228
start iteration
done sorting
end inner loop
Iteration 13, inertia 27443.2553476
start iteration
done sorting
end inner loop
Iteration 14, inertia 27435.9224161
start iteration
done sorting
end inner loop
Iteration 15, inertia 27430.1488861
start iteration
done sorting
end inner loop
Iteration 16, inertia 27424.4579568
start iteration
done sorting
end inner loop
Iteration 17, inertia 27420.2886058
start iteration
done sorting
end inner loop
Iteration 18, inertia 27417.476854
start iteration
done sorting
end inner loop
Iteration 19, inertia 27414.0462083
start iteration
done sorting
end inner loop
Iteration 20, inertia 27411.4498436
start iteration
done sorting
end inner loop
Iteration 21, inertia 27409.2269609
start iteration
done sorting
end inner loop
Iteration 22, inertia 27407.0377531
start iteration
done sorting
end inner loop
Iteration 23, inertia 27404.8749303
start iteration
done sorting
end inner loop
Iteration 24, inertia 27402.6644583
start iteration
done sorting
end inner loop
Iteration 25, inertia 27400.8344899
start iteration
done sorting
end inner loop
Iteration 26, inertia 27399.7404414
start iteration
done sorting
end inner loop
Iteration 27, inertia 27398.5770774
start iteration
done sorting
end inner loop
Iteration 28, inertia 27397.6837781
start iteration
done sorting
end inner loop
Iteration 29, inertia 27396.4581395
start iteration
done sorting
end inner loop
Iteration 30, inertia 27395.2753162
start iteration
done sorting
end inner loop
Iteration 31, inertia 27394.3685682
start iteration
done sorting
end inner loop
Iteration 32, inertia 27393.3265061
start iteration
done sorting
end inner loop
Iteration 33, inertia 27392.5702726
start iteration
done sorting
end inner loop
Iteration 34, inertia 27391.9232477
start iteration
done sorting
end inner loop
Iteration 35, inertia 27391.3795628
start iteration
done sorting
end inner loop
Iteration 36, inertia 27390.9019772
start iteration
done sorting
end inner loop
Iteration 37, inertia 27390.5009249
start iteration
done sorting
end inner loop
Iteration 38, inertia 27389.954047
start iteration
done sorting
end inner loop
Iteration 39, inertia 27389.3282466
start iteration
done sorting
end inner loop
Iteration 40, inertia 27388.1789356
start iteration
done sorting
end inner loop
Iteration 41, inertia 27387.6695388
start iteration
done sorting
end inner loop
Iteration 42, inertia 27387.3921475
start iteration
done sorting
end inner loop
Iteration 43, inertia 27387.1143954
start iteration
done sorting
end inner loop
Iteration 44, inertia 27386.7670234
start iteration
done sorting
end inner loop
Iteration 45, inertia 27386.2861347
start iteration
done sorting
end inner loop
Iteration 46, inertia 27385.8138777
start iteration
done sorting
end inner loop
Iteration 47, inertia 27385.4872659
start iteration
done sorting
end inner loop
Iteration 48, inertia 27385.2828945
start iteration
done sorting
end inner loop
Iteration 49, inertia 27385.1475324
start iteration
done sorting
end inner loop
Iteration 50, inertia 27385.0180534
start iteration
done sorting
end inner loop
Iteration 51, inertia 27384.8842268
start iteration
done sorting
end inner loop
Iteration 52, inertia 27384.7396525
start iteration
done sorting
end inner loop
Iteration 53, inertia 27384.5444658
start iteration
done sorting
end inner loop
Iteration 54, inertia 27384.5271848
start iteration
done sorting
end inner loop
Iteration 55, inertia 27384.487012
start iteration
done sorting
end inner loop
Iteration 56, inertia 27384.4774815
start iteration
done sorting
end inner loop
Iteration 57, inertia 27384.4288424
start iteration
done sorting
end inner loop
Iteration 58, inertia 27384.217825
start iteration
done sorting
end inner loop
Iteration 59, inertia 27384.0022
start iteration
done sorting
end inner loop
Iteration 60, inertia 27383.9176855
start iteration
done sorting
end inner loop
Iteration 61, inertia 27383.8188609
start iteration
done sorting
end inner loop
Iteration 62, inertia 27383.6666448
start iteration
done sorting
end inner loop
Iteration 63, inertia 27383.5402046
start iteration
done sorting
end inner loop
Iteration 64, inertia 27383.4560876
start iteration
done sorting
end inner loop
Iteration 65, inertia 27383.418962
start iteration
done sorting
end inner loop
Iteration 66, inertia 27383.223859
start iteration
done sorting
end inner loop
Iteration 67, inertia 27383.1420116
start iteration
done sorting
end inner loop
Iteration 68, inertia 27383.095524
start iteration
done sorting
end inner loop
Iteration 69, inertia 27383.0349692
start iteration
done sorting
end inner loop
Iteration 70, inertia 27383.0297918
start iteration
done sorting
end inner loop
Iteration 71, inertia 27383.0171509
start iteration
done sorting
end inner loop
Iteration 72, inertia 27382.9904365
start iteration
done sorting
end inner loop
Iteration 73, inertia 27382.9677189
start iteration
done sorting
end inner loop
Iteration 74, inertia 27382.9677189
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28594.8677564
start iteration
done sorting
end inner loop
Iteration 1, inertia 28102.4508669
start iteration
done sorting
end inner loop
Iteration 2, inertia 27876.0679398
start iteration
done sorting
end inner loop
Iteration 3, inertia 27710.9212143
start iteration
done sorting
end inner loop
Iteration 4, inertia 27597.114222
start iteration
done sorting
end inner loop
Iteration 5, inertia 27541.7647734
start iteration
done sorting
end inner loop
Iteration 6, inertia 27512.6285299
start iteration
done sorting
end inner loop
Iteration 7, inertia 27485.3866572
start iteration
done sorting
end inner loop
Iteration 8, inertia 27468.2659956
start iteration
done sorting
end inner loop
Iteration 9, inertia 27448.8211864
start iteration
done sorting
end inner loop
Iteration 10, inertia 27434.9083445
start iteration
done sorting
end inner loop
Iteration 11, inertia 27423.2981339
start iteration
done sorting
end inner loop
Iteration 12, inertia 27415.4729131
start iteration
done sorting
end inner loop
Iteration 13, inertia 27411.683634
start iteration
done sorting
end inner loop
Iteration 14, inertia 27408.9490205
start iteration
done sorting
end inner loop
Iteration 15, inertia 27406.846224
start iteration
done sorting
end inner loop
Iteration 16, inertia 27404.5606537
start iteration
done sorting
end inner loop
Iteration 17, inertia 27402.5292685
start iteration
done sorting
end inner loop
Iteration 18, inertia 27400.5233917
start iteration
done sorting
end inner loop
Iteration 19, inertia 27399.3617372
start iteration
done sorting
end inner loop
Iteration 20, inertia 27398.6300134
start iteration
done sorting
end inner loop
Iteration 21, inertia 27398.3441432
start iteration
done sorting
end inner loop
Iteration 22, inertia 27398.0116992
start iteration
done sorting
end inner loop
Iteration 23, inertia 27397.6469455
start iteration
done sorting
end inner loop
Iteration 24, inertia 27397.1853973
start iteration
done sorting
end inner loop
Iteration 25, inertia 27396.7481794
start iteration
done sorting
end inner loop
Iteration 26, inertia 27396.3269419
start iteration
done sorting
end inner loop
Iteration 27, inertia 27395.9139083
start iteration
done sorting
end inner loop
Iteration 28, inertia 27395.4455116
start iteration
done sorting
end inner loop
Iteration 29, inertia 27394.792766
start iteration
done sorting
end inner loop
Iteration 30, inertia 27393.7180877
start iteration
done sorting
end inner loop
Iteration 31, inertia 27392.877824
start iteration
done sorting
end inner loop
Iteration 32, inertia 27391.8475357
start iteration
done sorting
end inner loop
Iteration 33, inertia 27390.8926911
start iteration
done sorting
end inner loop
Iteration 34, inertia 27389.6152922
start iteration
done sorting
end inner loop
Iteration 35, inertia 27388.2336145
start iteration
done sorting
end inner loop
Iteration 36, inertia 27387.2125987
start iteration
done sorting
end inner loop
Iteration 37, inertia 27386.1986977
start iteration
done sorting
end inner loop
Iteration 38, inertia 27385.5059491
start iteration
done sorting
end inner loop
Iteration 39, inertia 27384.8297223
start iteration
done sorting
end inner loop
Iteration 40, inertia 27384.233777
start iteration
done sorting
end inner loop
Iteration 41, inertia 27383.9184951
start iteration
done sorting
end inner loop
Iteration 42, inertia 27383.3461963
start iteration
done sorting
end inner loop
Iteration 43, inertia 27382.9697199
start iteration
done sorting
end inner loop
Iteration 44, inertia 27382.3783267
start iteration
done sorting
end inner loop
Iteration 45, inertia 27381.5171586
start iteration
done sorting
end inner loop
Iteration 46, inertia 27380.7876165
start iteration
done sorting
end inner loop
Iteration 47, inertia 27379.3190069
start iteration
done sorting
end inner loop
Iteration 48, inertia 27377.9209944
start iteration
done sorting
end inner loop
Iteration 49, inertia 27376.7669876
start iteration
done sorting
end inner loop
Iteration 50, inertia 27375.7214178
start iteration
done sorting
end inner loop
Iteration 51, inertia 27374.7422933
start iteration
done sorting
end inner loop
Iteration 52, inertia 27373.8626817
start iteration
done sorting
end inner loop
Iteration 53, inertia 27373.0283579
start iteration
done sorting
end inner loop
Iteration 54, inertia 27372.0564262
start iteration
done sorting
end inner loop
Iteration 55, inertia 27370.5068729
start iteration
done sorting
end inner loop
Iteration 56, inertia 27368.0417419
start iteration
done sorting
end inner loop
Iteration 57, inertia 27364.5227216
start iteration
done sorting
end inner loop
Iteration 58, inertia 27360.7757958
start iteration
done sorting
end inner loop
Iteration 59, inertia 27356.1975272
start iteration
done sorting
end inner loop
Iteration 60, inertia 27352.3465651
start iteration
done sorting
end inner loop
Iteration 61, inertia 27349.4450062
start iteration
done sorting
end inner loop
Iteration 62, inertia 27347.8542918
start iteration
done sorting
end inner loop
Iteration 63, inertia 27346.5417465
start iteration
done sorting
end inner loop
Iteration 64, inertia 27344.8764635
start iteration
done sorting
end inner loop
Iteration 65, inertia 27342.9208844
start iteration
done sorting
end inner loop
Iteration 66, inertia 27340.7571703
start iteration
done sorting
end inner loop
Iteration 67, inertia 27338.6034168
start iteration
done sorting
end inner loop
Iteration 68, inertia 27335.2687107
start iteration
done sorting
end inner loop
Iteration 69, inertia 27332.32446
start iteration
done sorting
end inner loop
Iteration 70, inertia 27330.2939968
start iteration
done sorting
end inner loop
Iteration 71, inertia 27329.6533615
start iteration
done sorting
end inner loop
Iteration 72, inertia 27329.4282068
start iteration
done sorting
end inner loop
Iteration 73, inertia 27329.3230246
start iteration
done sorting
end inner loop
Iteration 74, inertia 27329.0469476
start iteration
done sorting
end inner loop
Iteration 75, inertia 27328.669668
start iteration
done sorting
end inner loop
Iteration 76, inertia 27328.5262198
start iteration
done sorting
end inner loop
Iteration 77, inertia 27328.1831955
start iteration
done sorting
end inner loop
Iteration 78, inertia 27327.7013189
start iteration
done sorting
end inner loop
Iteration 79, inertia 27327.2417918
start iteration
done sorting
end inner loop
Iteration 80, inertia 27327.0124231
start iteration
done sorting
end inner loop
Iteration 81, inertia 27326.811572
start iteration
done sorting
end inner loop
Iteration 82, inertia 27326.7252447
start iteration
done sorting
end inner loop
Iteration 83, inertia 27326.5486925
start iteration
done sorting
end inner loop
Iteration 84, inertia 27326.3958416
start iteration
done sorting
end inner loop
Iteration 85, inertia 27326.2067764
start iteration
done sorting
end inner loop
Iteration 86, inertia 27325.9143422
start iteration
done sorting
end inner loop
Iteration 87, inertia 27325.6993249
start iteration
done sorting
end inner loop
Iteration 88, inertia 27325.6424001
start iteration
done sorting
end inner loop
Iteration 89, inertia 27325.5375754
start iteration
done sorting
end inner loop
Iteration 90, inertia 27325.4485864
start iteration
done sorting
end inner loop
Iteration 91, inertia 27325.4154698
start iteration
done sorting
end inner loop
Iteration 92, inertia 27325.4154698
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.013
Number of clusters: 6

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28267.9416364
start iteration
done sorting
end inner loop
Iteration 1, inertia 27759.2714865
start iteration
done sorting
end inner loop
Iteration 2, inertia 27470.5451156
start iteration
done sorting
end inner loop
Iteration 3, inertia 27307.987363
start iteration
done sorting
end inner loop
Iteration 4, inertia 27220.525446
start iteration
done sorting
end inner loop
Iteration 5, inertia 27158.7918774
start iteration
done sorting
end inner loop
Iteration 6, inertia 27115.7032239
start iteration
done sorting
end inner loop
Iteration 7, inertia 27090.3529395
start iteration
done sorting
end inner loop
Iteration 8, inertia 27069.4240897
start iteration
done sorting
end inner loop
Iteration 9, inertia 27056.2790145
start iteration
done sorting
end inner loop
Iteration 10, inertia 27049.9224074
start iteration
done sorting
end inner loop
Iteration 11, inertia 27045.2171241
start iteration
done sorting
end inner loop
Iteration 12, inertia 27042.4406752
start iteration
done sorting
end inner loop
Iteration 13, inertia 27039.9813279
start iteration
done sorting
end inner loop
Iteration 14, inertia 27038.7466298
start iteration
done sorting
end inner loop
Iteration 15, inertia 27037.9997487
start iteration
done sorting
end inner loop
Iteration 16, inertia 27037.6589747
start iteration
done sorting
end inner loop
Iteration 17, inertia 27037.1340551
start iteration
done sorting
end inner loop
Iteration 18, inertia 27036.6564836
start iteration
done sorting
end inner loop
Iteration 19, inertia 27036.1591399
start iteration
done sorting
end inner loop
Iteration 20, inertia 27035.7000861
start iteration
done sorting
end inner loop
Iteration 21, inertia 27035.5601394
start iteration
done sorting
end inner loop
Iteration 22, inertia 27035.4309958
start iteration
done sorting
end inner loop
Iteration 23, inertia 27035.2431089
start iteration
done sorting
end inner loop
Iteration 24, inertia 27035.134913
start iteration
done sorting
end inner loop
Iteration 25, inertia 27035.1036892
start iteration
done sorting
end inner loop
Iteration 26, inertia 27035.057385
start iteration
done sorting
end inner loop
Iteration 27, inertia 27035.0203537
start iteration
done sorting
end inner loop
Iteration 28, inertia 27035.0203537
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28938.2161056
start iteration
done sorting
end inner loop
Iteration 1, inertia 28304.7968964
start iteration
done sorting
end inner loop
Iteration 2, inertia 27953.4802925
start iteration
done sorting
end inner loop
Iteration 3, inertia 27801.3820819
start iteration
done sorting
end inner loop
Iteration 4, inertia 27732.9816111
start iteration
done sorting
end inner loop
Iteration 5, inertia 27699.6889217
start iteration
done sorting
end inner loop
Iteration 6, inertia 27668.5236401
start iteration
done sorting
end inner loop
Iteration 7, inertia 27615.4225204
start iteration
done sorting
end inner loop
Iteration 8, inertia 27524.2042377
start iteration
done sorting
end inner loop
Iteration 9, inertia 27438.264456
start iteration
done sorting
end inner loop
Iteration 10, inertia 27380.2023228
start iteration
done sorting
end inner loop
Iteration 11, inertia 27339.2212756
start iteration
done sorting
end inner loop
Iteration 12, inertia 27315.4216781
start iteration
done sorting
end inner loop
Iteration 13, inertia 27302.9860572
start iteration
done sorting
end inner loop
Iteration 14, inertia 27296.3538704
start iteration
done sorting
end inner loop
Iteration 15, inertia 27291.2431054
start iteration
done sorting
end inner loop
Iteration 16, inertia 27286.911393
start iteration
done sorting
end inner loop
Iteration 17, inertia 27283.983336
start iteration
done sorting
end inner loop
Iteration 18, inertia 27282.0791803
start iteration
done sorting
end inner loop
Iteration 19, inertia 27281.22158
start iteration
done sorting
end inner loop
Iteration 20, inertia 27281.0448476
start iteration
done sorting
end inner loop
Iteration 21, inertia 27280.8376692
start iteration
done sorting
end inner loop
Iteration 22, inertia 27280.68394
start iteration
done sorting
end inner loop
Iteration 23, inertia 27280.5092037
start iteration
done sorting
end inner loop
Iteration 24, inertia 27280.3983394
start iteration
done sorting
end inner loop
Iteration 25, inertia 27280.337458
start iteration
done sorting
end inner loop
Iteration 26, inertia 27280.2787724
start iteration
done sorting
end inner loop
Iteration 27, inertia 27280.2125716
start iteration
done sorting
end inner loop
Iteration 28, inertia 27280.2061793
start iteration
done sorting
end inner loop
Iteration 29, inertia 27280.2061793
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.010
Number of clusters: 7

Silhouette Coefficient: 0.060
Number of clusters: 6

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28844.5697302
start iteration
done sorting
end inner loop
Iteration 1, inertia 28172.5109688
start iteration
done sorting
end inner loop
Iteration 2, inertia 27858.0031584
start iteration
done sorting
end inner loop
Iteration 3, inertia 27637.4273945
start iteration
done sorting
end inner loop
Iteration 4, inertia 27491.8348034
start iteration
done sorting
end inner loop
Iteration 5, inertia 27413.3168356
start iteration
done sorting
end inner loop
Iteration 6, inertia 27351.6515025
start iteration
done sorting
end inner loop
Iteration 7, inertia 27305.4848586
start iteration
done sorting
end inner loop
Iteration 8, inertia 27262.4727057
start iteration
done sorting
end inner loop
Iteration 9, inertia 27220.6397955
start iteration
done sorting
end inner loop
Iteration 10, inertia 27170.8972093
start iteration
done sorting
end inner loop
Iteration 11, inertia 27126.7509394
start iteration
done sorting
end inner loop
Iteration 12, inertia 27083.6682324
start iteration
done sorting
end inner loop
Iteration 13, inertia 27057.6213704
start iteration
done sorting
end inner loop
Iteration 14, inertia 27039.1600671
start iteration
done sorting
end inner loop
Iteration 15, inertia 27021.7926574
start iteration
done sorting
end inner loop
Iteration 16, inertia 27007.2746149
start iteration
done sorting
end inner loop
Iteration 17, inertia 26995.7609593
start iteration
done sorting
end inner loop
Iteration 18, inertia 26985.5345698
start iteration
done sorting
end inner loop
Iteration 19, inertia 26976.926756
start iteration
done sorting
end inner loop
Iteration 20, inertia 26970.1006152
start iteration
done sorting
end inner loop
Iteration 21, inertia 26962.5546415
start iteration
done sorting
end inner loop
Iteration 22, inertia 26955.5573779
start iteration
done sorting
end inner loop
Iteration 23, inertia 26949.5012934
start iteration
done sorting
end inner loop
Iteration 24, inertia 26944.873917
start iteration
done sorting
end inner loop
Iteration 25, inertia 26940.6279452
start iteration
done sorting
end inner loop
Iteration 26, inertia 26936.2992561
start iteration
done sorting
end inner loop
Iteration 27, inertia 26930.0569379
start iteration
done sorting
end inner loop
Iteration 28, inertia 26924.504633
start iteration
done sorting
end inner loop
Iteration 29, inertia 26917.6713516
start iteration
done sorting
end inner loop
Iteration 30, inertia 26911.9102755
start iteration
done sorting
end inner loop
Iteration 31, inertia 26908.3790349
start iteration
done sorting
end inner loop
Iteration 32, inertia 26905.4018111
start iteration
done sorting
end inner loop
Iteration 33, inertia 26902.623239
start iteration
done sorting
end inner loop
Iteration 34, inertia 26900.2759362
start iteration
done sorting
end inner loop
Iteration 35, inertia 26898.3043085
start iteration
done sorting
end inner loop
Iteration 36, inertia 26896.8130858
start iteration
done sorting
end inner loop
Iteration 37, inertia 26894.9362511
start iteration
done sorting
end inner loop
Iteration 38, inertia 26892.6842337
start iteration
done sorting
end inner loop
Iteration 39, inertia 26889.8322053
start iteration
done sorting
end inner loop
Iteration 40, inertia 26887.49777Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28370.5302051
start iteration
done sorting
end inner loop
Iteration 1, inertia 27771.5884354
start iteration
done sorting
end inner loop
Iteration 2, inertia 27546.2566165
start iteration
done sorting
end inner loop
Iteration 3, inertia 27404.0746247
start iteration
done sorting
end inner loop
Iteration 4, inertia 27298.2220822
start iteration
done sorting
end inner loop
Iteration 5, inertia 27227.2560755
start iteration
done sorting
end inner loop
Iteration 6, inertia 27182.4074977
start iteration
done sorting
end inner loop
Iteration 7, inertia 27146.7227128
start iteration
done sorting
end inner loop
Iteration 8, inertia 27110.3298538
start iteration
done sorting
end inner loop
Iteration 9, inertia 27072.5733991
start iteration
done sorting
end inner loop
Iteration 10, inertia 27027.7509898
start iteration
done sorting
end inner loop
Iteration 11, inertia 26993.3097621
start iteration
done sorting
end inner loop
Iteration 12, inertia 26968.4560746
start iteration
done sorting
end inner loop
Iteration 13, inertia 26947.6899504
start iteration
done sorting
end inner loop
Iteration 14, inertia 26929.8836293
start iteration
done sorting
end inner loop
Iteration 15, inertia 26920.3646496
start iteration
done sorting
end inner loop
Iteration 16, inertia 26912.6874884
start iteration
done sorting
end inner loop
Iteration 17, inertia 26907.6634183
start iteration
done sorting
end inner loop
Iteration 18, inertia 26904.2355185
start iteration
done sorting
end inner loop
Iteration 19, inertia 26901.8067012
start iteration
done sorting
end inner loop
Iteration 20, inertia 26899.824301
start iteration
done sorting
end inner loop
Iteration 21, inertia 26897.9686713
start iteration
done sorting
end inner loop
Iteration 22, inertia 26896.8247188
start iteration
done sorting
end inner loop
Iteration 23, inertia 26896.064411
start iteration
done sorting
end inner loop
Iteration 24, inertia 26895.4738367
start iteration
done sorting
end inner loop
Iteration 25, inertia 26894.0281862
start iteration
done sorting
end inner loop
Iteration 26, inertia 26892.9933111
start iteration
done sorting
end inner loop
Iteration 27, inertia 26892.4973648
start iteration
done sorting
end inner loop
Iteration 28, inertia 26892.007886
start iteration
done sorting
end inner loop
Iteration 29, inertia 26891.7227217
start iteration
done sorting
end inner loop
Iteration 30, inertia 26891.524421
start iteration
done sorting
end inner loop
Iteration 31, inertia 26891.4207147
start iteration
done sorting
end inner loop
Iteration 32, inertia 26891.3171869
start iteration
done sorting
end inner loop
Iteration 33, inertia 26891.2039778
start iteration
done sorting
end inner loop
Iteration 34, inertia 26891.1218062
start iteration
done sorting
end inner loop
Iteration 35, inertia 26890.9982793
start iteration
done sorting
end inner loop
Iteration 36, inertia 26890.8794632
start iteration
done sorting
end inner loop
Iteration 37, inertia 26890.7806663
start iteration
done sorting
end inner loop
Iteration 38, inertia 26890.5786192
start iteration
done sorting
end inner loop
Iteration 39, inertia 26890.393509
start iteration
done sorting
end inner loop
Iteration 40, inertia 26890.261335
start iteration
done sorting
end inner loop
Iteration 41, inertia 26890.2070547
start iteration
done sorting
end inner loop
Iteration 42, inertia 26890.1203139
start iteration
done sorting
end inner loop
Iteration 43, inertia 26890.1041555
start iteration
done sorting
end inner loop
Iteration 44, inertia 26890.0764277
start iteration
done sorting
end inner loop
Iteration 45, inertia 26889.8483925
start iteration
done sorting
end inner loop
Iteration 46, inertia 26889.6099753
start iteration
done sorting
end inner loop
Iteration 47, inertia 26889.3064531
start iteration
done sorting
end inner loop
Iteration 48, inertia 26888.9685386
start iteration
done sorting
end inner loop
Iteration 49, inertia 26888.7438834
start iteration
done sorting
end inner loop
Iteration 50, inertia 26888.4842101
start iteration
done sorting
end inner loop
Iteration 51, inertia 26888.3267472
start iteration
done sorting
end inner loop
Iteration 52, inertia 26888.3267472
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28788.4545482
start iteration
done sorting
end inner loop
Iteration 1, inertia 28130.6866874
start iteration
done sorting
end inner loop
Iteration 2, inertia 27669.2402797
start iteration
done sorting
end inner loop
Iteration 3, inertia 27350.542401
start iteration
done sorting
end inner loop
Iteration 4, inertia 27169.5224252
start iteration
done sorting
end inner loop
Iteration 5, inertia 27076.9647193
start iteration
done sorting
end inner loop
Iteration 6, inertia 27027.9664309
start iteration
done sorting
end inner loop
Iteration 7, inertia 27002.7076851
start iteration
done sorting
end inner loop
Iteration 8, inertia 26984.947692
start iteration
done sorting
end inner loop
Iteration 9, inertia 26970.2693324
start iteration
done sorting
end inner loop
Iteration 10, inertia 26962.2550706
start iteration
done sorting
end inner loop
Iteration 11, inertia 26954.28806
start iteration
done sorting
end inner loop
Iteration 12, inertia 26945.2387031
start iteration
done sorting
end inner loop
Iteration 13, inertia 26936.4049443
start iteration
done sorting
end inner loop
Iteration 14, inertia 26927.0503096
start iteration
done sorting
end inner loop
Iteration 15, inertia 26920.8821901
start iteration
done sorting
end inner loop
Iteration 16, inertia 26916.9086201
start iteration
done sorting
end inner loop
Iteration 17, inertia 26913.4726076
start iteration
done sorting
end inner loop
Iteration 18, inertia 26910.4912003
start iteration
done sorting
end inner loop
Iteration 19, inertia 26907.853904
start iteration
done sorting
end inner loop
Iteration 20, inertia 26905.4583598
start iteration
done sorting
end inner loop
Iteration 21, inertia 26903.8119857
start iteration
done sorting
end inner loop
Iteration 22, inertia 26902.6930973
start iteration
done sorting
end inner loop
Iteration 23, inertia 26901.5139744
start iteration
done sorting
end inner loop
Iteration 24, inertia 26900.0761777
start iteration
done sorting
end inner loop
Iteration 25, inertia 26899.1068216
start iteration
done sorting
end inner loop
Iteration 26, inertia 26898.3311884
start iteration
done sorting
end inner loop
Iteration 27, inertia 26897.312053
start iteration
done sorting
end inner loop
Iteration 28, inertia 26896.343956
start iteration
done sorting
end inner loop
Iteration 29, inertia 26895.5221743
start iteration
done sorting
end inner loop
Iteration 30, inertia 26895.0816511
start iteration
done sorting
end inner loop
Iteration 31, inertia 26895.0399544
start iteration
done sorting
end inner loop
Iteration 32, inertia 26894.972165
start iteration
done sorting
end inner loop
Iteration 33, inertia 26894.9507019
start iteration
done sorting
end inner loop
Iteration 34, inertia 26894.8538295
start iteration
done sorting
end inner loop
Iteration 35, inertia 26894.7714602
start iteration
done sorting
end inner loop
Iteration 36, inertia 26894.5940405
start iteration
done sorting
end inner loop
Iteration 37, inertia 26894.282624
start iteration
done sorting
end inner loop
Iteration 38, inertia 26894.0932247
start iteration
done sorting
end inner loop
Iteration 39, inertia 26894.015415
start iteration
done sorting
end inner loop
Iteration 40, inertia 26893.9413001
start iteration
done sorting
end inner loop
Iteration 41, inertia 26893.9142249
start iteration
done sorting
end inner loop
Iteration 42, inertia 26893.9142249
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28724.143922
start iteration
done sorting
end inner loop
Iteration 1, inertia 28287.2425833
start iteration
done sorting
end inner loop
Iteration 2, inertia 27949.7773579
start iteration
done sorting
end inner loop
Iteration 3, inertia 27665.2848276
start iteration
done sorting
end inner loop
Iteration 4, inertia 27465.5878135
start iteration
done sorting
end inner loop
Iteration 5, inertia 27316.2249796
start iteration
done sorting
end inner loop
Iteration 6, inertia 27197.4558081
start iteration
done sorting
end inner loop
Iteration 7, inertia 27116.9784319
start iteration
done sorting
end inner loop
Iteration 8, inertia 27081.2245968
start iteration
done sorting
end inner loop
Iteration 9, inertia 27059.4146287
start iteration
done sorting
end inner loop
Iteration 10, inertia 27043.6948199
start iteration
done sorting
end inner loop
Iteration 11, inertia 27029.9338298
start iteration
done sorting
end inner loop
Iteration 12, inertia 27019.2585039
start iteration
done sorting
end inner loop
Iteration 13, inertia 27011.2804114
start iteration
done sorting
end inner loop
Iteration 14, inertia 27005.4885119
start iteration
done sorting
end inner loop
Iteration 15, inertia 27001.722438
start iteration
done sorting
end inner loop
Iteration 16, inertia 26998.5448484
start iteration
done sorting
end inner loop
Iteration 17, inertia 26996.0830243
start iteration
done sorting
end inner loop
Iteration 18, inertia 26993.9398806
start iteration
done sorting
end inner loop
Iteration 19, inertia 26991.1572228
start iteration
done sorting
end inner loop
Iteration 20, inertia 26987.1901878
start iteration
done sorting
end inner loop
Iteration 21, inertia 26983.0445197
start iteration
done sorting
end inner loop
Iteration 22, inertia 26977.030614
start iteration
done sorting
end inner loop
Iteration 23, inertia 26966.6940806
start iteration
done sorting
end inner loop
Iteration 24, inertia 26952.5654377
start iteration
done sorting
end inner loop
Iteration 25, inertia 26936.3180786
start iteration
done sorting
end inner loop
Iteration 26, inertia 26923.0086133
start iteration
done sorting
end inner loop
Iteration 27, inertia 26913.1181212
start iteration
done sorting
end inner loop
Iteration 28, inertia 26903.2773894
start iteration
done sorting
end inner loop
Iteration 29, inertia 26897.5598828
start iteration
done sorting
end inner loop
Iteration 30, inertia 26893.0881365
start iteration
done sorting
end inner loop
Iteration 31, inertia 26886.1746355
start iteration
done sorting
end inner loop
Iteration 32, inertia 26880.6565091
start iteration
done sorting
end inner loop
Iteration 33, inertia 26877.2359012
start iteration
done sorting
end inner loop
Iteration 34, inertia 26875.0239796
start iteration
done sorting
end inner loop
Iteration 35, inertia 26873.7950916
start iteration
done sorting
end inner loop
Iteration 36, inertia 26872.9424724
start iteration
done sorting
end inner loop
Iteration 37, inertia 26872.2673048
start iteration
done sorting
end inner loop
Iteration 38, inertia 26871.7279457
start iteration
done sorting
end inner loop
Iteration 39, inertia 26871.145322
start iteration
done sorting
end inner loop
Iteration 40, inertia 26870.6387648
start iteration
done sorting
end inner loop
Iteration 41, inertia 26869.9913688
start iteration
done sorting
end inner loop
Iteration 42, inertia 26869.6217382
start iteration
done sorting
end inner loop
Iteration 43, inertia 26869.4924501
start iteration
done sorting
end inner loop
Iteration 44, inertia 26869.425635
start iteration
done sorting
end inner loop
Iteration 45, inertia 26869.3804923
start iteration
done sorting
end inner loop
Iteration 46, inertia 26869.3608591
start iteration
done sorting
end inner loop
Iteration 47, inertia 26869.3222184
start iteration
done sorting
end inner loop
Iteration 48, inertia 26869.3126216
start iteration
done sorting
end inner loop
Iteration 49, inertia 26869.3008941
start iteration
done sorting
end inner loop
Iteration 50, inertia 26869.2025829
start iteration
done sorting
end inner loop
Iteration 51, inertia 26869.1412495
start iteration
done sorting
end inner loop
Iteration 52, inertia 26869.1412495
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28479.5883231
start iteration
done sorting
end inner loop
Iteration 1, inertia 27946.9668083
start iteration
done sorting
end inner loop
Iteration 2, inertia 27674.0361511
start iteration
done sorting
end inner loop
Iteration 3, inertia 27478.4769874
start iteration
done sorting
end inner loop
Iteration 4, inertia 27364.7631877
start iteration
done sorting
end inner loop
Iteration 5, inertia 27294.422805
start iteration
done sorting
end inner loop
Iteration 6, inertia 27235.5607205
start iteration
done sorting
end inner loop
Iteration 7, inertia 27187.6468208
start iteration
done sorting
end inner loop
Iteration 8, inertia 27148.5755292
start iteration
done sorting
end inner loop
Iteration 9, inertia 27113.1600074
start iteration
done sorting
end inner loop
Iteration 10, inertia 27083.177884
start iteration
done sorting
end inner loop
Iteration 11, inertia 27062.1534344
start iteration
done sorting
end inner loop
Iteration 12, inertia 27044.2435402
start iteration
done sorting
end inner loop
Iteration 13, inertia 27025.2563517
start iteration
done sorting
end inner loop
Iteration 14, inertia 27008.4852188
start iteration
done sorting
end inner loop
Iteration 15, inertia 26996.5312137
start iteration
done sorting
end inner loop
Iteration 16, inertia 26987.2602104
start iteration
done sorting
end inner loop
Iteration 17, inertia 26979.9777735
start iteration
done sorting
end inner loop
Iteration 18, inertia 26974.0229894
start iteration
done sorting
end inner loop
Iteration 19, inertia 26969.1525724
start iteration
done sorting
end inner loop
Iteration 20, inertia 26965.4749812
start iteration
done sorting
end inner loop
Iteration 21, inertia 26961.1044408
start iteration
done sorting
end inner loop
Iteration 22, inertia 26957.1724372
start iteration
done sorting
end inner loop
Iteration 23, inertia 26952.6625852
start iteration
done sorting
end inner loop
Iteration 24, inertia 26946.628928
start iteration
done sorting
end inner loop
Iteration 25, inertia 26941.663831
start iteration
done sorting
end inner loop
Iteration 26, inertia 26939.7954944
start iteration
done sorting
end inner loop
Iteration 27, inertia 26937.5322823
start iteration
done sorting
end inner loop
Iteration 28, inertia 26936.3071446
start iteration
done sorting
end inner loop
Iteration 29, inertia 26935.6118615
start iteration
done sorting
end inner loop
Iteration 30, inertia 26935.1371918
start iteration
done sorting
end inner loop
Iteration 31, inertia 26934.9956199
start iteration
done sorting
end inner loop
Iteration 32, inertia 26934.7779974
start iteration
done sorting
end inner loop
Iteration 33, inertia 26934.585491
start iteration
done sorting
end inner loop
Iteration 34, inertia 26934.4671593
start iteration
done sorting
end inner loop
Iteration 35, inertia 26934.3750942
start iteration
done sorting
end inner loop
Iteration 36, inertia 26934.3389448
start iteration
done sorting
end inner loop
Iteration 37, inertia 26934.2753826
start iteration
done sorting
end inner loop
Iteration 38, inertia 26934.2188969
start iteration
done sorting
end inner loop
Iteration 39, inertia 26934.2188969
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28567.0275719
start iteration
done sorting
end inner loop
Iteration 1, inertia 27881.5153015
start iteration
done sorting
end inner loop
Iteration 2, inertia 27493.0248576
start iteration
done sorting
end inner loop
Iteration 3, inertia 27234.076967
start iteration
done sorting
end inner loop
Iteration 4, inertia 27094.9028689
start iteration
done sorting
end inner loop
Iteration 5, inertia 27021.4288686
start iteration
done sorting
end inner loop
Iteration 6, inertia 26967.8649798
start iteration
done sorting
end inner loop
Iteration 7, inertia 26929.6644888
start iteration
done sorting
end inner loop
Iteration 8, inertia 26901.4297691
start iteration
done sorting
end inner loop
Iteration 9, inertia 26880.6273973
start iteration
done sorting
end inner loop
Iteration 10, inertia 26865.484264
start iteration
done sorting
end inner loop
Iteration 11, inertia 26852.4806421
start iteration
done sorting
end innerSilhouette Coefficient: 0.008
Number of clusters: 8

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28200.272974
start iteration
done sorting
end inner loop
Iteration 1, inertia 27732.9194219
start iteration
done sorting
end inner loop
Iteration 2, inertia 27491.771061
start iteration
done sorting
end inner loop
Iteration 3, inertia 27281.8815538
start iteration
done sorting
end inner loop
Iteration 4, inertia 27139.891168
start iteration
done sorting
end inner loop
Iteration 5, inertia 27025.2993299
start iteration
done sorting
end inner loop
Iteration 6, inertia 26940.6402731
start iteration
done sorting
end inner loop
Iteration 7, inertia 26892.7524501
start iteration
done sorting
end inner loop
Iteration 8, inertia 26858.3818864
start iteration
done sorting
end inner loop
Iteration 9, inertia 26827.8484908
start iteration
done sorting
end inner loop
Iteration 10, inertia 26805.6837024
start iteration
done sorting
end inner loop
Iteration 11, inertia 26786.4167205
start iteration
done sorting
end inner loop
Iteration 12, inertia 26774.4244023
start iteration
done sorting
end inner loop
Iteration 13, inertia 26767.8847625
start iteration
done sorting
end inner loop
Iteration 14, inertia 26763.7901492
start iteration
done sorting
end inner loop
Iteration 15, inertia 26760.6280892
start iteration
done sorting
end inner loop
Iteration 16, inertia 26758.3069434
start iteration
done sorting
end inner loop
Iteration 17, inertia 26755.8842903
start iteration
done sorting
end inner loop
Iteration 18, inertia 26753.2909886
start iteration
done sorting
end inner loop
Iteration 19, inertia 26750.6979519
start iteration
done sorting
end inner loop
Iteration 20, inertia 26747.046317
start iteration
done sorting
end inner loop
Iteration 21, inertia 26743.0421836
start iteration
done sorting
end inner loop
Iteration 22, inertia 26740.0860201
start iteration
done sorting
end inner loop
Iteration 23, inertia 26737.7922278
start iteration
done sorting
end inner loop
Iteration 24, inertia 26734.93868
start iteration
done sorting
end inner loop
Iteration 25, inertia 26732.2364288
start iteration
done sorting
end inner loop
Iteration 26, inertia 26729.5778211
start iteration
done sorting
end inner loop
Iteration 27, inertia 26727.2665205
start iteration
done sorting
end inner loop
Iteration 28, inertia 26724.8961692
start iteration
done sorting
end inner loop
Iteration 29, inertia 26722.9377377
start iteration
done sorting
end inner loop
Iteration 30, inertia 26721.2771695
start iteration
done sorting
end inner loop
Iteration 31, inertia 26719.2660212
start iteration
done sorting
end inner loop
Iteration 32, inertia 26717.3654737
start iteration
done sorting
end inner loop
Iteration 33, inertia 26715.7542918
start iteration
done sorting
end inner loop
Iteration 34, inertia 26713.3997998
start iteration
done sorting
end inner loop
Iteration 35, inertia 26711.0711892
start iteration
done sorting
end inner loop
Iteration 36, inertia 26709.1618634
start iteration
done sorting
end inner loop
Iteration 37, inertia 26707.0080451
start iteration
done sorting
end inner loop
Iteration 38, inertia 26704.6783141
start iteration
done sorting
end inner loop
Iteration 39, inertia 26701.4035257
start iteration
done sorting
end inner loop
Iteration 40, inertia 26698.9547573
start iteration
done sorting
end inner loop
Iteration 41, inertia 26696.2112797
start iteration
done sorting
end inner loop
Iteration 42, inertia 26693.8911894
start iteration
done sorting
end inner loop
Iteration 43, inertia 26692.2150332
start iteration
done sorting
end inner loop
Iteration 44, inertia 26690.4282137
start iteration
done sorting
end inner loop
Iteration 45, inertia 26688.9830459
start iteration
done sorting
end inner loop
Iteration 46, inertia 26686.9324387
start iteration
done sorting
end inner loop
Iteration 47, inertia 26684.8451096
start iteration
done sorting
end inner loop
Iteration 48, inertia 26683.877045
start iteration
done sorting
end inner loop
Iteration 49, inertia 26683.2647601
start iteration
done sorting
end inner loop
Iteration 50, inertia 26682.7204342
start iteration
done sorting
end inner loop
Iteration 51, inertia 26682.5419223
start iteration
done sorting
end inner loop
Iteration 52, inertia 26682.3649593
start iteration
done sorting
end inner loop
Iteration 53, inertia 26682.268654
start iteration
done sorting
end inner loop
Iteration 54, inertia 26682.2013431
start iteration
done sorting
end inner loop
Iteration 55, inertia 26682.2013431
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28962.7500484
start iteration
done sorting
end inner loop
Iteration 1, inertia 28288.7803221
start iteration
done sorting
end inner loop
Iteration 2, inertia 27841.4072763
start iteration
done sorting
end inner loop
Iteration 3, inertia 27527.3890322
start iteration
done sorting
end inner loop
Iteration 4, inertia 27261.3323323
start iteration
done sorting
end inner loop
Iteration 5, inertia 27101.9951082
start iteration
done sorting
end inner loop
Iteration 6, inertia 27017.1293624
start iteration
done sorting
end inner loop
Iteration 7, inertia 26959.1300719
start iteration
done sorting
end inner loop
Iteration 8, inertia 26925.9588003
start iteration
done sorting
end inner loop
Iteration 9, inertia 26902.7504014
start iteration
done sorting
end inner loop
Iteration 10, inertia 26884.4110034
start iteration
done sorting
end inner loop
Iteration 11, inertia 26868.9378246
start iteration
done sorting
end inner loop
Iteration 12, inertia 26856.8358352
start iteration
done sorting
end inner loop
Iteration 13, inertia 26846.0502252
start iteration
done sorting
end inner loop
Iteration 14, inertia 26835.1974526
start iteration
done sorting
end inner loop
Iteration 15, inertia 26827.3426882
start iteration
done sorting
end inner loop
Iteration 16, inertia 26822.0776404
start iteration
done sorting
end inner loop
Iteration 17, inertia 26818.2770285
start iteration
done sorting
end inner loop
Iteration 18, inertia 26815.3281057
start iteration
done sorting
end inner loop
Iteration 19, inertia 26812.6295159
start iteration
done sorting
end inner loop
Iteration 20, inertia 26811.1775814
start iteration
done sorting
end inner loop
Iteration 21, inertia 26809.8554173
start iteration
done sorting
end inner loop
Iteration 22, inertia 26808.3032605
start iteration
done sorting
end inner loop
Iteration 23, inertia 26806.9474246
start iteration
done sorting
end inner loop
Iteration 24, inertia 26805.1001057
start iteration
done sorting
end inner loop
Iteration 25, inertia 26803.5136718
start iteration
done sorting
end inner loop
Iteration 26, inertia 26802.6446521
start iteration
done sorting
end inner loop
Iteration 27, inertia 26802.1778871
start iteration
done sorting
end inner loop
Iteration 28, inertia 26801.6552825
start iteration
done sorting
end inner loop
Iteration 29, inertia 26801.3552634
start iteration
done sorting
end inner loop
Iteration 30, inertia 26801.3089812
start iteration
done sorting
end inner loop
Iteration 31, inertia 26801.2579685
start iteration
done sorting
end inner loop
Iteration 32, inertia 26801.1900265
start iteration
done sorting
end inner loop
Iteration 33, inertia 26801.1900265
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28346.1297843
start iteration
done sorting
end inner loop
Iteration 1, inertia 27694.829233
start iteration
done sorting
end inner loop
Iteration 2, inertia 27391.6760905
start iteration
done sorting
end inner loop
Iteration 3, inertia 27174.7350267
start iteration
done sorting
end inner loop
Iteration 4, inertia 27047.1950959
start iteration
done sorting
end inner loop
Iteration 5, inertia 26986.3014868
start iteration
done sorting
end inner loop
Iteration 6, inertia 26948.5055283
start iteration
done sorting
end inner loop
Iteration 7, inertia 26921.9993666
start iteration
done sorting
end inner loop
Iteration 8, inertia 26900.9006664
start iteration
done sorting
end inner loop
Iteration 9, inertia 26885.4497283
start iteration
done sorting
end inner loop
Iteration 10, inertia 26875.8724827
start iteration
done sorting
end inner loop
Iteration 11, inertia 26868.2066368
start iteration
done sorting
end inner loop
Iteration 12, inertia 26863.3998091
start iteration
done sorting
end inner loop
Iteration 13, inertia 26860.1628595
start iteration
done sorting
end inner loop
Iteration 14, inertia 26857.4396816
start iteration
done sorting
end inner loop
Iteration 15, inertia 26855.3016441
start iteration
done sorting
end inner loop
Iteration 16, inertia 26853.6493708
start iteration
done sorting
end inner loop
Iteration 17, inertia 26852.1693838
start iteration
done sorting
end inner loop
Iteration 18, inertia 26850.836667
start iteration
done sorting
end inner loop
Iteration 19, inertia 26849.4149937
start iteration
done sorting
end inner loop
Iteration 20, inertia 26848.6780358
start iteration
done sorting
end inner loop
Iteration 21, inertia 26848.077479
start iteration
done sorting
end inner loop
Iteration 22, inertia 26847.5527934
start iteration
done sorting
end inner loop
Iteration 23, inertia 26847.0954583
start iteration
done sorting
end inner loop
Iteration 24, inertia 26846.5636051
start iteration
done sorting
end inner loop
Iteration 25, inertia 26846.1691045
start iteration
done sorting
end inner loop
Iteration 26, inertia 26845.9202895
start iteration
done sorting
end inner loop
Iteration 27, inertia 26845.8225106
start iteration
done sorting
end inner loop
Iteration 28, inertia 26845.8225106
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28912.2019562
start iteration
done sorting
end inner loop
Iteration 1, inertia 27984.9058477
start iteration
done sorting
end inner loop
Iteration 2, inertia 27534.3461866
start iteration
done sorting
end inner loop
Iteration 3, inertia 27301.649755
start iteration
done sorting
end inner loop
Iteration 4, inertia 27154.1342132
start iteration
done sorting
end inner loop
Iteration 5, inertia 27081.3201918
start iteration
done sorting
end inner loop
Iteration 6, inertia 27032.3081869
start iteration
done sorting
end inner loop
Iteration 7, inertia 26997.7411818
start iteration
done sorting
end inner loop
Iteration 8, inertia 26972.9758549
start iteration
done sorting
end inner loop
Iteration 9, inertia 26954.7143425
start iteration
done sorting
end inner loop
Iteration 10, inertia 26936.6551495
start iteration
done sorting
end inner loop
Iteration 11, inertia 26918.1089197
start iteration
done sorting
end inner loop
Iteration 12, inertia 26902.7448853
start iteration
done sorting
end inner loop
Iteration 13, inertia 26892.2452049
start iteration
done sorting
end inner loop
Iteration 14, inertia 26882.4886089
start iteration
done sorting
end inner loop
Iteration 15, inertia 26872.5205398
start iteration
done sorting
end inner loop
Iteration 16, inertia 26861.9869561
start iteration
done sorting
end inner loop
Iteration 17, inertia 26853.3992714
start iteration
done sorting
end inner loop
Iteration 18, inertia 26846.2344631
start iteration
done sorting
end inner loop
Iteration 19, inertia 26841.3872166
start iteration
done sorting
end inner loop
Iteration 20, inertia 26836.9462128
start iteration
done sorting
end inner loop
Iteration 21, inertia 26832.7207337
start iteration
done sorting
end inner loop
Iteration 22, inertia 26827.7795362
start iteration
done sorting
end inner loop
Iteration 23, inertia 26824.2724609
start iteration
done sorting
end inner loop
Iteration 24, inertia 26821.5166119
start iteration
done sorting
end inner loop
Iteration 25, inertia 26819.2628209
start iteration
done sorting
end inner loop
Iteration 26, inertia 26817.1033411
start iteration
done sorting
end inner loop
Iteration 27, inertia 26814.8207237
start iteration
done sorting
end inner loop
Iteration 28, inertia 26813.6086809
start iteration
done sorting
end inner loop
Iteration 29, inertia 26812.9083102
start iteration
done sorting
end inner loop
Iteration 30, inertia 26812.4326081
start iteration
done soSilhouette Coefficient: -0.107
Number of clusters: 21

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28766.763245
start iteration
done sorting
end inner loop
Iteration 1, inertia 28375.2647085
start iteration
done sorting
end inner loop
Iteration 2, inertia 28083.3179137
start iteration
done sorting
end inner loop
Iteration 3, inertia 27855.6381249
start iteration
done sorting
end inner loop
Iteration 4, inertia 27678.2536332
start iteration
done sorting
end inner loop
Iteration 5, inertia 27552.5549305
start iteration
done sorting
end inner loop
Iteration 6, inertia 27472.7680624
start iteration
done sorting
end inner loop
Iteration 7, inertia 27411.5882253
start iteration
done sorting
end inner loop
Iteration 8, inertia 27371.5744222
start iteration
done sorting
end inner loop
Iteration 9, inertia 27339.7697505
start iteration
done sorting
end inner loop
Iteration 10, inertia 27311.6290377
start iteration
done sorting
end inner loop
Iteration 11, inertia 27285.5579544
start iteration
done sorting
end inner loop
Iteration 12, inertia 27261.6822518
start iteration
done sorting
end inner loop
Iteration 13, inertia 27236.671613
start iteration
done sorting
end inner loop
Iteration 14, inertia 27218.2139357
start iteration
done sorting
end inner loop
Iteration 15, inertia 27204.2777897
start iteration
done sorting
end inner loop
Iteration 16, inertia 27188.1258683
start iteration
done sorting
end inner loop
Iteration 17, inertia 27173.7943467
start iteration
done sorting
end inner loop
Iteration 18, inertia 27160.4905403
start iteration
done sorting
end inner loop
Iteration 19, inertia 27148.817816
start iteration
done sorting
end inner loop
Iteration 20, inertia 27138.7198836
start iteration
done sorting
end inner loop
Iteration 21, inertia 27129.1838714
start iteration
done sorting
end inner loop
Iteration 22, inertia 27119.9419503
start iteration
done sorting
end inner loop
Iteration 23, inertia 27111.2063832
start iteration
done sorting
end inner loop
Iteration 24, inertia 27101.1919477
start iteration
done sorting
end inner loop
Iteration 25, inertia 27092.1030045
start iteration
done sorting
end inner loop
Iteration 26, inertia 27084.6153751
start iteration
done sorting
end inner loop
Iteration 27, inertia 27080.4900694
start iteration
done sorting
end inner loop
Iteration 28, inertia 27076.8043018
start iteration
done sorting
end inner loop
Iteration 29, inertia 27073.93276
start iteration
done sorting
end inner loop
Iteration 30, inertia 27071.2902027
start iteration
done sorting
end inner loop
Iteration 31, inertia 27069.3320422
start iteration
done sorting
end inner loop
Iteration 32, inertia 27068.3992715
start iteration
done sorting
end inner loop
Iteration 33, inertia 27067.5309461
start iteration
done sorting
end inner loop
Iteration 34, inertia 27066.5402445
start iteration
done sorting
end inner loop
Iteration 35, inertia 27065.3856535
start iteration
done sorting
end inner loop
Iteration 36, inertia 27064.5044307
start iteration
done sorting
end inner loop
Iteration 37, inertia 27063.7773194
start iteration
done sorting
end inner loop
Iteration 38, inertia 27063.106547
start iteration
done sorting
end inner loop
Iteration 39, inertia 27062.666003
start iteration
done sorting
end inner loop
Iteration 40, inertia 27062.4547141
start iteration
done sorting
end inner loop
Iteration 41, inertia 27062.3030244
start iteration
done sorting
end inner loop
Iteration 42, inertia 27062.033506
start iteration
done sorting
end inner loop
Iteration 43, inertia 27061.8238495
start iteration
done sorting
end inner loop
Iteration 44, inertia 27061.7337633
start iteration
done sorting
end inner loop
Iteration 45, inertia 27061.5555705
start iteration
done sorting
end inner loop
Iteration 46, inertia 27061.3104956
start iteration
done sorting
end inner loop
Iteration 47, inertia 27061.0044664
start iteration
done sorting
end inner loop
Iteration 48, inertia 27060.6592539
start iteration
done sorting
end inner loop
Iteration 49, inertia 27060.460299
start iteration
done sorting
end inner loop
Iteration 50, inertia 27060.3134055
start iteration
done sorting
end inner loop
Iteration 51, inertia 27060.0238697
start iteration
done sorting
end inner loop
Iteration 52, inertia 27059.6107194
start iteration
done sorting
end inner loop
Iteration 53, inertia 27059.3475199
start iteration
done sorting
end inner loop
Iteration 54, inertia 27059.1293198
start iteration
done sorting
end inner loop
Iteration 55, inertia 27058.901322
start iteration
done sorting
end inner loop
Iteration 56, inertia 27058.6778912
start iteration
done sorting
end inner loop
Iteration 57, inertia 27058.3629236
start iteration
done sorting
end inner loop
Iteration 58, inertia 27058.0354689
start iteration
done sorting
end inner loop
Iteration 59, inertia 27057.4478866
start iteration
done sorting
end inner loop
Iteration 60, inertia 27057.1662378
start iteration
done sorting
end inner loop
Iteration 61, inertia 27056.7650268
start iteration
done sorting
end inner loop
Iteration 62, inertia 27056.3518299
start iteration
done sorting
end inner loop
Iteration 63, inertia 27056.0293254
start iteration
done sorting
end inner loop
Iteration 64, inertia 27055.7186304
start iteration
done sorting
end inner loop
Iteration 65, inertia 27055.4498344
start iteration
done sorting
end inner loop
Iteration 66, inertia 27054.850659
start iteration
done sorting
end inner loop
Iteration 67, inertia 27054.4906586
start iteration
done sorting
end inner loop
Iteration 68, inertia 27053.9454866
start iteration
done sorting
end inner loop
Iteration 69, inertia 27053.4048221
start iteration
done sorting
end inner loop
Iteration 70, inertia 27052.5351675
start iteration
done sorting
end inner loop
Iteration 71, inertia 27051.3571872
start iteration
done sorting
end inner loop
Iteration 72, inertia 27050.0702281
start iteration
done sorting
end inner loop
Iteration 73, inertia 27048.3822718
start iteration
done sorting
end inner loop
Iteration 74, inertia 27046.9347512
start iteration
done sorting
end inner loop
Iteration 75, inertia 27045.8837941
start iteration
done sorting
end inner loop
Iteration 76, inertia 27044.8967673
start iteration
done sorting
end inner loop
Iteration 77, inertia 27044.1292636
start iteration
done sorting
end inner loop
Iteration 78, inertia 27042.6546516
start iteration
done sorting
end inner loop
Iteration 79, inertia 27040.5788144
start iteration
done sorting
end inner loop
Iteration 80, inertia 27038.1768551
start iteration
done sorting
end inner loop
Iteration 81, inertia 27035.6728019
start iteration
done sorting
end inner loop
Iteration 82, inertia 27033.1069499
start iteration
done sorting
end inner loop
Iteration 83, inertia 27030.801203
start iteration
done sorting
end inner loop
Iteration 84, inertia 27029.7880624
start iteration
done sorting
end inner loop
Iteration 85, inertia 27029.0927562
start iteration
done sorting
end inner loop
Iteration 86, inertia 27028.4457081
start iteration
done sorting
end inner loop
Iteration 87, inertia 27028.0063018
start iteration
done sorting
end inner loop
Iteration 88, inertia 27027.5803891
start iteration
done sorting
end inner loop
Iteration 89, inertia 27027.472031
start iteration
done sorting
end inner loop
Iteration 90, inertia 27027.2831371
start iteration
done sorting
end inner loop
Iteration 91, inertia 27027.1842953
start iteration
done sorting
end inner loop
Iteration 92, inertia 27027.1359707
start iteration
done sorting
end inner loop
Iteration 93, inertia 27027.0161472
start iteration
done sorting
end inner loop
Iteration 94, inertia 27026.9399129
start iteration
done sorting
end inner loop
Iteration 95, inertia 27026.8373527
start iteration
done sorting
end inner loop
Iteration 96, inertia 27026.5323539
start iteration
done sorting
end inner loop
Iteration 97, inertia 27026.4316372
start iteration
done sorting
end inner loop
Iteration 98, inertia 27026.4000726
start iteration
done sorting
end inner loop
Iteration 99, inertia 27026.4000726
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.006
Number of clusters: 9

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27966.3859987
start iteration
done sorting
end inner loop
Iteration 1, inertia 27411.4133542
start iteration
done sorting
end inner loop
Iteration 2, inertia 27112.8509989
start iteration
done sorting
end inner loop
Iteration 3, inertia 26966.8099831
start iteration
done sorting
end inner loop
Iteration 4, inertia 26870.0863505
start iteration
done sorting
end inner loop
Iteration 5, inertia 26792.9120935
start iteration
done sorting
end inner loop
Iteration 6, inertia 26741.3719286
start iteration
done sorting
end inner loop
Iteration 7, inertia 26708.5472087
start iteration
done sorting
end inner loop
Iteration 8, inertia 26690.7627334
start iteration
done sorting
end inner loop
Iteration 9, inertia 26679.8484634
start iteration
done sorting
end inner loop
Iteration 10, inertia 26669.5411815
start iteration
done sorting
end inner loop
Iteration 11, inertia 26657.266708
start iteration
done sorting
end inner loop
Iteration 12, inertia 26646.3360147
start iteration
done sorting
end inner loop
Iteration 13, inertia 26639.0934853
start iteration
done sorting
end inner loop
Iteration 14, inertia 26634.5104824
start iteration
done sorting
end inner loop
Iteration 15, inertia 26629.9538294
start iteration
done sorting
end inner loop
Iteration 16, inertia 26623.012283
start iteration
done sorting
end inner loop
Iteration 17, inertia 26614.1266842
start iteration
done sorting
end inner loop
Iteration 18, inertia 26606.06737
start iteration
done sorting
end inner loop
Iteration 19, inertia 26597.3407928
start iteration
done sorting
end inner loop
Iteration 20, inertia 26587.0345947
start iteration
done sorting
end inner loop
Iteration 21, inertia 26579.0544159
start iteration
done sorting
end inner loop
Iteration 22, inertia 26569.6428892
start iteration
done sorting
end inner loop
Iteration 23, inertia 26558.9853386
start iteration
done sorting
end inner loop
Iteration 24, inertia 26550.2267039
start iteration
done sorting
end inner loop
Iteration 25, inertia 26544.0786495
start iteration
done sorting
end inner loop
Iteration 26, inertia 26538.0725297
start iteration
done sorting
end inner loop
Iteration 27, inertia 26533.8024789
start iteration
done sorting
end inner loop
Iteration 28, inertia 26531.0882089
start iteration
done sorting
end inner loop
Iteration 29, inertia 26528.1062201
start iteration
done sorting
end inner loop
Iteration 30, inertia 26525.4854266
start iteration
done sorting
end inner loop
Iteration 31, inertia 26523.1202699
start iteration
done sorting
end inner loop
Iteration 32, inertia 26521.4718393
start iteration
done sorting
end inner loop
Iteration 33, inertia 26519.0300566
start iteration
done sorting
end inner loop
Iteration 34, inertia 26518.1661701
start iteration
done sorting
end inner loop
Iteration 35, inertia 26517.4604967
start iteration
done sorting
end inner loop
Iteration 36, inertia 26516.8603972
start iteration
done sorting
end inner loop
Iteration 37, inertia 26516.4296672
start iteration
done sorting
end inner loop
Iteration 38, inertia 26516.1321487
start iteration
done sorting
end inner loop
Iteration 39, inertia 26516.0892729
start iteration
done sorting
end inner loop
Iteration 40, inertia 26516.0130999
start iteration
done sorting
end inner loop
Iteration 41, inertia 26515.9886087
start iteration
done sorting
end inner loop
Iteration 42, inertia 26515.9886087
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28871.4497571
start iteration
done sorting
end inner loop
Iteration 1, inertia 28326.0467238
start iteration
done sorting
end inner loop
Iteration 2, inertia 27856.2487016
start iteration
done sorting
end inner loop
Iteration 3, inertia 27520.9757842
start iteration
done sorting
end inner loop
Iteration 4, inertia 27275.8150008
start iteration
done sorting
end inner loop
Iteration 5, inertia 27110.8252714
start iteration
done sorting
end inner loop
Iteration 6, inertia 27017.9721181
start iteration
done sorting
end inner lInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28640.136436
start iteration
done sorting
end inner loop
Iteration 1, inertia 28084.9824656
start iteration
done sorting
end inner loop
Iteration 2, inertia 27733.9588241
start iteration
done sorting
end inner loop
Iteration 3, inertia 27475.4323232
start iteration
done sorting
end inner loop
Iteration 4, inertia 27275.9674477
start iteration
done sorting
end inner loop
Iteration 5, inertia 27143.8424205
start iteration
done sorting
end inner loop
Iteration 6, inertia 27046.1177073
start iteration
done sorting
end inner loop
Iteration 7, inertia 26986.3081913
start iteration
done sorting
end inner loop
Iteration 8, inertia 26949.300732
start iteration
done sorting
end inner loop
Iteration 9, inertia 26924.2602297
start iteration
done sorting
end inner loop
Iteration 10, inertia 26908.525531
start iteration
done sorting
end inner loop
Iteration 11, inertia 26895.5322744
start iteration
done sorting
end inner loop
Iteration 12, inertia 26882.3863287
start iteration
done sorting
end inner loop
Iteration 13, inertia 26871.353931
start iteration
done sorting
end inner loop
Iteration 14, inertia 26858.2383892
start iteration
done sorting
end inner loop
Iteration 15, inertia 26843.4487144
start iteration
done sorting
end inner loop
Iteration 16, inertia 26826.6539714
start iteration
done sorting
end inner loop
Iteration 17, inertia 26808.4779653
start iteration
done sorting
end inner loop
Iteration 18, inertia 26794.0780914
start iteration
done sorting
end inner loop
Iteration 19, inertia 26781.2259021
start iteration
done sorting
end inner loop
Iteration 20, inertia 26768.3855101
start iteration
done sorting
end inner loop
Iteration 21, inertia 26761.5866995
start iteration
done sorting
end inner loop
Iteration 22, inertia 26758.2661597
start iteration
done sorting
end inner loop
Iteration 23, inertia 26755.807911
start iteration
done sorting
end inner loop
Iteration 24, inertia 26753.8494609
start iteration
done sorting
end inner loop
Iteration 25, inertia 26751.2078711
start iteration
done sorting
end inner loop
Iteration 26, inertia 26748.6909795
start iteration
done sorting
end inner loop
Iteration 27, inertia 26746.6211465
start iteration
done sorting
end inner loop
Iteration 28, inertia 26744.6300913
start iteration
done sorting
end inner loop
Iteration 29, inertia 26743.3536087
start iteration
done sorting
end inner loop
Iteration 30, inertia 26742.1143346
start iteration
done sorting
end inner loop
Iteration 31, inertia 26740.4890095
start iteration
done sorting
end inner loop
Iteration 32, inertia 26738.8557874
start iteration
done sorting
end inner loop
Iteration 33, inertia 26737.6106038
start iteration
done sorting
end inner loop
Iteration 34, inertia 26735.9984376
start iteration
done sorting
end inner loop
Iteration 35, inertia 26734.9568762
start iteration
done sorting
end inner loop
Iteration 36, inertia 26734.5274648
start iteration
done sorting
end inner loop
Iteration 37, inertia 26734.0564979
start iteration
done sorting
end inner loop
Iteration 38, inertia 26733.3346789
start iteration
done sorting
end inner loop
Iteration 39, inertia 26732.7312308
start iteration
done sorting
end inner loop
Iteration 40, inertia 26732.3964155
start iteration
done sorting
end inner loop
Iteration 41, inertia 26732.1454594
start iteration
done sorting
end inner loop
Iteration 42, inertia 26732.1180747
start iteration
done sorting
end inner loop
Iteration 43, inertia 26732.1180747
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28276.5659651
start iteration
done sorting
end inner loop
Iteration 1, inertia 27594.3264021
start iteration
done sorting
end inner loop
Iteration 2, inertia 27248.0897746
start iteration
done sorting
end inner loop
Iteration 3, inertia 27033.4805587
start iteration
done sorting
end inner loop
Iteration 4, inertia 26874.3215694
start iteration
done sorting
end inner loop
Iteration 5, inertia 26784.0316135
start iteration
done sorting
end inner loop
Iteration 6, inertia 26733.7003587
start iteration
done sorting
end inner loop
Iteration 7, inertia 26706.822409
start iteration
done sorting
end inner loop
Iteration 8, inertia 26691.8509089
start iteration
done sorting
end inner loop
Iteration 9, inertia 26680.8907915
start iteration
done sorting
end inner loop
Iteration 10, inertia 26672.4633993
start iteration
done sorting
end inner loop
Iteration 11, inertia 26666.9338237
start iteration
done sorting
end inner loop
Iteration 12, inertia 26661.8700543
start iteration
done sorting
end inner loop
Iteration 13, inertia 26658.0527876
start iteration
done sorting
end inner loop
Iteration 14, inertia 26651.9738215
start iteration
done sorting
end inner loop
Iteration 15, inertia 26647.0257846
start iteration
done sorting
end inner loop
Iteration 16, inertia 26641.2201977
start iteration
done sorting
end inner loop
Iteration 17, inertia 26636.9925719
start iteration
done sorting
end inner loop
Iteration 18, inertia 26634.1507352
start iteration
done sorting
end inner loop
Iteration 19, inertia 26631.547811
start iteration
done sorting
end inner loop
Iteration 20, inertia 26628.8552346
start iteration
done sorting
end inner loop
Iteration 21, inertia 26626.8066608
start iteration
done sorting
end inner loop
Iteration 22, inertia 26626.1039813
start iteration
done sorting
end inner loop
Iteration 23, inertia 26624.8803808
start iteration
done sorting
end inner loop
Iteration 24, inertia 26623.9516091
start iteration
done sorting
end inner loop
Iteration 25, inertia 26622.8422501
start iteration
done sorting
end inner loop
Iteration 26, inertia 26621.5345264
start iteration
done sorting
end inner loop
Iteration 27, inertia 26621.0000223
start iteration
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end inner loop
Iteration 28, inertia 26620.7982092
start iteration
done sorting
end inner loop
Iteration 29, inertia 26620.631618
start iteration
done sorting
end inner loop
Iteration 30, inertia 26620.6101325
start iteration
done sorting
end inner loop
Iteration 31, inertia 26620.4183335
start iteration
done sorting
end inner loop
Iteration 32, inertia 26620.4183335
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28559.0958292
start iteration
done sorting
end inner loop
Iteration 1, inertia 27816.7590138
start iteration
done sorting
end inner loop
Iteration 2, inertia 27334.2671328
start iteration
done sorting
end inner loop
Iteration 3, inertia 27055.9752291
start iteration
done sorting
end inner loop
Iteration 4, inertia 26918.5237022
start iteration
done sorting
end inner loop
Iteration 5, inertia 26822.9494842
start iteration
done sorting
end inner loop
Iteration 6, inertia 26756.2684605
start iteration
done sorting
end inner loop
Iteration 7, inertia 26712.0703172
start iteration
done sorting
end inner loop
Iteration 8, inertia 26677.1139443
start iteration
done sorting
end inner loop
Iteration 9, inertia 26644.4017658
start iteration
done sorting
end inner loop
Iteration 10, inertia 26621.485724
start iteration
done sorting
end inner loop
Iteration 11, inertia 26604.8357588
start iteration
done sorting
end inner loop
Iteration 12, inertia 26592.9817425
start iteration
done sorting
end inner loop
Iteration 13, inertia 26580.1326259
start iteration
done sorting
end inner loop
Iteration 14, inertia 26569.4967982
start iteration
done sorting
end inner loop
Iteration 15, inertia 26559.6280668
start iteration
done sorting
end inner loop
Iteration 16, inertia 26553.067577
start iteration
done sorting
end inner loop
Iteration 17, inertia 26548.3131798
start iteration
done sorting
end inner loop
Iteration 18, inertia 26542.3655595
start iteration
done sorting
end inner loop
Iteration 19, inertia 26533.8181503
start iteration
done sorting
end inner loop
Iteration 20, inertia 26523.3567594
start iteration
done sorting
end inner loop
Iteration 21, inertia 26514.504351
start iteration
done sorting
end inner loop
Iteration 22, inertia 26507.4447703
start iteration
done sorting
end inner loop
IteraInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28688.2703527
start iteration
done sorting
end inner loop
Iteration 1, inertia 27893.9154758
start iteration
done sorting
end inner loop
Iteration 2, inertia 27377.4953858
start iteration
done sorting
end inner loop
Iteration 3, inertia 27065.4493762
start iteration
done sorting
end inner loop
Iteration 4, inertia 26898.4689623
start iteration
done sorting
end inner loop
Iteration 5, inertia 26800.9171938
start iteration
done sorting
end inner loop
Iteration 6, inertia 26743.5247612
start iteration
done sorting
end inner loop
Iteration 7, inertia 26712.4396658
start iteration
done sorting
end inner loop
Iteration 8, inertia 26694.211684
start iteration
done sorting
end inner loop
Iteration 9, inertia 26681.0863683
start iteration
done sorting
end inner loop
Iteration 10, inertia 26665.1187438
start iteration
done sorting
end inner loop
Iteration 11, inertia 26642.9214107
start iteration
done sorting
end inner loop
Iteration 12, inertia 26620.7432028
start iteration
done sorting
end inner loop
Iteration 13, inertia 26603.5171066
start iteration
done sorting
end inner loop
Iteration 14, inertia 26586.0412322
start iteration
done sorting
end inner loop
Iteration 15, inertia 26566.0978559
start iteration
done sorting
end inner loop
Iteration 16, inertia 26549.2636863
start iteration
done sorting
end inner loop
Iteration 17, inertia 26536.2777728
start iteration
done sorting
end inner loop
Iteration 18, inertia 26525.1122938
start iteration
done sorting
end inner loop
Iteration 19, inertia 26517.5787851
start iteration
done sorting
end inner loop
Iteration 20, inertia 26512.6858678
start iteration
done sorting
end inner loop
Iteration 21, inertia 26507.2598351
start iteration
done sorting
end inner loop
Iteration 22, inertia 26503.09605
start iteration
done sorting
end inner loop
Iteration 23, inertia 26499.399985
start iteration
done sorting
end inner loop
Iteration 24, inertia 26495.1310449
start iteration
done sorting
end inner loop
Iteration 25, inertia 26492.1046687
start iteration
done sorting
end inner loop
Iteration 26, inertia 26489.768727
start iteration
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end inner loop
Iteration 27, inertia 26487.3284348
start iteration
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end inner loop
Iteration 28, inertia 26484.9408893
start iteration
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end inner loop
Iteration 29, inertia 26483.8252858
start iteration
done sorting
end inner loop
Iteration 30, inertia 26483.2693917
start iteration
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end inner loop
Iteration 31, inertia 26483.0149517
start iteration
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end inner loop
Iteration 32, inertia 26482.9339071
start iteration
done sorting
end inner loop
Iteration 33, inertia 26482.8969653
start iteration
done sorting
end inner loop
Iteration 34, inertia 26482.8214898
start iteration
done sorting
end inner loop
Iteration 35, inertia 26482.8214898
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28214.6562687
start iteration
done sorting
end inner loop
Iteration 1, inertia 27680.2889956
start iteration
done sorting
end inner loop
Iteration 2, inertia 27392.9811269
start iteration
done sorting
end inner loop
Iteration 3, inertia 27179.9419615
start iteration
done sorting
end inner loop
Iteration 4, inertia 27028.8444422
start iteration
done sorting
end inner loop
Iteration 5, inertia 26914.8437979
start iteration
done sorting
end inner loop
Iteration 6, inertia 26826.7439928
start iteration
done sorting
end inner loop
Iteration 7, inertia 26753.7226232
start iteration
done sorting
end inner loop
Iteration 8, inertia 26710.7688577
start iteration
done sorting
end inner loop
Iteration 9, inertia 26686.3530147
start iteration
done sorting
end inner loop
Iteration 10, inertia 26660.3785609
start iteration
done sorting
end inner loop
Iteration 11, inertia 26636.2325778
start iteration
done sorting
end inner loop
Iteration 12, inertia 26620.3397561
start iteration
done sorting
end inner loop
Iteration 13, inertia 26608.1993118
start iteration
done sorting
end inner loop
Iteration 14, inertia 26596.1584033
start iteration
done sorting
end inner loop
Iteration 15, inertia 26583.8456921
start iteration
done sorting
end inner loop
Iteration 16, inertia 26570.1701581
start iteration
done sorting
end inner loop
Iteration 17, inertia 26561.9088945
start iteration
done sorting
end inner loop
Iteration 18, inertia 26552.7105111
start iteration
done sorting
end inner loop
Iteration 19, inertia 26543.9252641
start iteration
done sorting
end inner loop
Iteration 20, inertia 26536.3908995
start iteration
done sorting
end inner loop
Iteration 21, inertia 26531.2960313
start iteration
done sorting
end inner loop
Iteration 22, inertia 26525.1036092
start iteration
done sorting
end inner loop
Iteration 23, inertia 26517.8034416
start iteration
done sorting
end inner loop
Iteration 24, inertia 26510.6639963
start iteration
done sorting
end inner loop
Iteration 25, inertia 26505.4614851
start iteration
done sorting
end inner loop
Iteration 26, inertia 26501.3638326
start iteration
done sorting
end inner loop
Iteration 27, inertia 26498.3111754
start iteration
done sorting
end inner loop
Iteration 28, inertia 26495.8076223
start iteration
done sorting
end inner loop
Iteration 29, inertia 26494.043658
start iteration
done sorting
end inner loop
Iteration 30, inertia 26492.8994988
start iteration
done sorting
end inner loop
Iteration 31, inertia 26491.7674736
start iteration
done sorting
end inner loop
Iteration 32, inertia 26490.8285182
start iteration
done sorting
end inner loop
Iteration 33, inertia 26490.4641592
start iteration
done sorting
end inner loop
Iteration 34, inertia 26490.0364506
start iteration
done sorting
end inner loop
Iteration 35, inertia 26489.5676199
start iteration
done sorting
end inner loop
Iteration 36, inertia 26488.9770486
start iteration
done sorting
end inner loop
Iteration 37, inertia 26488.6419301
start iteration
done sorting
end inner loop
Iteration 38, inertia 26488.2582484
start iteration
done sorting
end inner loop
Iteration 39, inertia 26487.7862005
start iteration
done sorting
end inner loop
Iteration 40, inertia 26487.4834725
start iteration
done sorting
end inner loop
Iteration 41, inertia 26487.2135845
start iteration
done sorting
end inner loop
Iteration 42, inertia 26486.8387279
start iteration
done sorting
end inner loop
Iteration 43, inertia 26486.6420111
start iteration
done sorting
end inner loop
Iteration 44, inertia 26486.508833
start iteration
done sorting
end inner loop
Iteration 45, inertia 26486.4083877
start iteration
done sorting
end inner loop
Iteration 46, inertia 26486.2901578
start iteration
done sorting
end inner loop
Iteration 47, inertia 26486.2211761
start iteration
done sorting
end inner loop
Iteration 48, inertia 26486.1734697
start iteration
done sorting
end inner loop
Iteration 49, inertia 26486.1734697
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28248.4917128
start iteration
done sorting
end inner loop
Iteration 1, inertia 27570.5810137
start iteration
done sorting
end inner loop
Iteration 2, inertia 27186.2147331
start iteration
done sorting
end inner loop
Iteration 3, inertia 27017.4277384
start iteration
done sorting
end inner loop
Iteration 4, inertia 26943.9684435
start iteration
done sorting
end inner loop
Iteration 5, inertia 26898.717974
start iteration
done sorting
end inner loop
Iteration 6, inertia 26858.5345511
start iteration
done sorting
end inner loop
Iteration 7, inertia 26824.2344814
start iteration
done sorting
end inner loop
Iteration 8, inertia 26792.3249227
start iteration
done sorting
end inner loop
Iteration 9, inertia 26765.2611014
start iteration
done sorting
end inner loop
Iteration 10, inertia 26744.841475
start iteration
done sorting
end inner loop
Iteration 11, inertia 26726.3047529
start iteration
done sorting
end inner loop
Iteration 12, inertia 26709.7709302
start iteration
done sorting
end inner loop
Iteration 13, inertia 26696.3685225
start iteration
done sorting
end inner loop
Iteration 14, inertia 26682.9117667
start iteration
done sorting
end inner loop
Iteration 15, inertia 26667.0358717
start iteration
done sorting
end inner loop
Iteration 16, inertia 26655.8138713
start iteration
done sorting
end inner loop
Iteration 17, inertia 26648.6657491
start iteration
done sorting
end inner loop
Iteration 18, inertia 26642.1296557
start iteration
done sorting
end inner loop
Iteration 19, inertia 26637.5543352
start iteration
done sorting
end inner loop
Iteration 20, inertia 26633.7509274
start iteration
done sorting
end inner loop
Iteration 21, inertia 26630.0809073
start iteration
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end inner loop
Iteration 22, inertia 26627.6315296
start iteration
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end inner loop
Iteration 23, inertia 26626.1170149
start iteration
done sorting
end inner loop
Iteration 24, inertia 26624.0250035
start iteration
done sorting
end inner loop
Iteration 25, inertia 26622.6865995
start iteration
done sorting
end inner loop
Iteration 26, inertia 26621.7128258
start iteration
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end inner loop
Iteration 27, inertia 26621.1412649
start iteration
done sorting
end inner loop
Iteration 28, inertia 26620.522047
start iteration
done sorting
end inner loop
Iteration 29, inertia 26619.81758
start iteration
done sorting
end inner loop
Iteration 30, inertia 26619.4006852
start iteration
done sorting
end inner loop
Iteration 31, inertia 26619.3097619
start iteration
done sorting
end inner loop
Iteration 32, inertia 26619.1346055
start iteration
done sorting
end inner loop
Iteration 33, inertia 26619.0193973
start iteration
done sorting
end inner loop
Iteration 34, inertia 26618.9314188
start iteration
done sorting
end inner loop
Iteration 35, inertia 26618.921302
start iteration
done sorting
end inner loop
Iteration 36, inertia 26618.921302
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28761.7753137
start iteration
done sorting
end inner loop
Iteration 1, inertia 27946.1936853
start iteration
done sorting
end inner loop
Iteration 2, inertia 27364.2946041
start iteration
done sorting
end inner loop
Iteration 3, inertia 27063.203815
start iteration
done sorting
end inner loop
Iteration 4, inertia 26921.5542778
start iteration
done sorting
end inner loop
Iteration 5, inertia 26834.2833362
start iteration
done sorting
end inner loop
Iteration 6, inertia 26784.244444
start iteration
done sorting
end inner loop
Iteration 7, inertia 26756.4163386
start iteration
done sorting
end inner loop
Iteration 8, inertia 26736.2743436
start iteration
done sorting
end inner loop
Iteration 9, inertia 26721.4198734
start iteration
done sorting
end inner loop
Iteration 10, inertia 26709.811134
start iteration
done sorting
end inner loop
Iteration 11, inertia 26696.3605757
start iteration
done sorting
end inner loop
Iteration 12, inertia 26686.0184564
start iteration
done sorting
end inner loop
Iteration 13, inertia 26677.4623701
start iteration
done sorting
end inner loop
Iteration 14, inertia 26671.1132965
start iteration
done sorting
end inner loop
Iteration 15, inertia 26665.5464782
start iteration
done sorting
end inner loop
Iteration 16, inertia 26661.2440574
start iteration
done sorting
end inner loop
Iteration 17, inertia 26656.5266235
start iteration
done sorting
end inner loop
Iteration 18, inertia 26653.1481719
start iteration
done sorting
end inner loop
Iteration 19, inertia 26650.5337051
start iteration
done sorting
end inner loop
Iteration 20, inertia 26648.8692436
start iteration
done sorting
end inner loop
Iteration 21, inertia 26647.5336702
start iteration
done sorting
end inner loop
Iteration 22, inertia 26646.4556586
start iteration
done sorting
end inner loop
Iteration 23, inertia 26646.05862
start iteration
done sorting
end inner loop
Iteration 24, inertia 26645.686936
start iteration
done sorting
end inner loop
Iteration 25, inertia 26645.374538
start iteration
done sorting
end inner loop
Iteration 26, inertia 26645.0637561
start iteration
done sorting
end inner loop
Iteration 27, inertia 26644.5509142
start iteration
done sorting
end inner loop
Iteration 28, inertia 26644.2940379
start iteration
done sorting
end inner loop
Iteration 29, inertia 26643.9215077
start iteration
done sorting
end inner loop
Iteration 30, inertia 26643.3871451
start iteration
done sorting
end inner loop
Iteration 31, inertia 26642.6021096
start iteration
done sorting
end inner loop
Iteration 32, inertia 26641.789976
start iteration
done sorting
end inner loop
Iteration 33, inertia 26641.4827087
start iteration
done sorting
end inner loop
Iteration 34, inertia 26641.2460885
start iteration
done sorting
end inner loop
Iteration 35, inertia 26641.1027929
start iteration
done sorting
end inner loop
Iteration 36, inertia 26641.0842383
start iteration
done sorting
end inner loop
Iteration 37, inertia 26641.0042726
start iteration
done sorting
end inner loop
Iteration 38, inertia 26640.9537202
start iteration
done sorting
end inner loop
Iteration 39, inertia 26640.9168841
start iteration
done sorting
end inner loop
Iteration 40, inertia 26640.8656321
start iteration
done sorting
end inner loop
Iteration 41, inertia 26640.8467223
start iteration
done sorting
end inner loop
Iteration 42, inertia 26640.8467223
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.002
Number of clusters: 10

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28343.4691023
start iteration
done sorting
end inner loop
Iteration 1, inertia 27738.5717771
start iteration
done sorting
end inner loop
Iteration 2, inertia 27357.7143398
start iteration
done sorting
end inner loop
Iteration 3, inertia 27116.2308279
start iteration
done sorting
end inner loop
Iteration 4, inertia 26968.2152273
start iteration
done sorting
end inner loop
Iteration 5, inertia 26882.4520568
start iteration
done sorting
end inner loop
Iteration 6, inertia 26823.8486104
start iteration
done sorting
end inner loop
Iteration 7, inertia 26776.4508749
start iteration
done sorting
end inner loop
Iteration 8, inertia 26734.2829126
start iteration
done sorting
end inner loop
Iteration 9, inertia 26696.8814807
start iteration
done sorting
end inner loop
Iteration 10, inertia 26664.6300554
start iteration
done sorting
end inner loop
Iteration 11, inertia 26631.9388277
start iteration
done sorting
end inner loop
Iteration 12, inertia 26599.2113686
start iteration
done sorting
end inner loop
Iteration 13, inertia 26576.7350368
start iteration
done sorting
end inner loop
Iteration 14, inertia 26554.2529634
start iteration
done sorting
end inner loop
Iteration 15, inertia 26539.6948575
start iteration
done sorting
end inner loop
Iteration 16, inertia 26528.3458711
start iteration
done sorting
end inner loop
Iteration 17, inertia 26519.7132818
start iteration
done sorting
end inner loop
Iteration 18, inertia 26511.2898836
start iteration
done sorting
end inner loop
Iteration 19, inertia 26503.5085003
start iteration
done sorting
end inner loop
Iteration 20, inertia 26498.8082978
start iteration
done sorting
end inner loop
Iteration 21, inertia 26496.3938493
start iteration
done sorting
end inner loop
Iteration 22, inertia 26494.6259792
start iteration
done sorting
end inner loop
Iteration 23, inertia 26491.874525
start iteration
done sorting
end inner loop
Iteration 24, inertia 26490.5185888
start iteration
done sorting
end inner loop
Iteration 25, inertia 26489.1111094
start iteration
done sorting
end inner loop
Iteration 26, inertia 26487.9022184
start iteration
done sorting
end inner loop
Iteration 27, inertia 26486.5152453
start iteration
done sorting
end inner loop
Iteration 28, inertia 26485.6669783
start iteration
done sorting
end inner loop
Iteration 29, inertia 26484.8565015
start iteration
done sorting
end inner loop
Iteration 30, inertia 26483.7507846
start iteration
done sorting
end inner loop
Iteration 31, inertia 26482.4310543
start iteration
done sorting
end inner loop
Iteration 32, inertia 26481.3469163
start iteration
done sorting
end inner loop
Iteration 33, inertia 26480.5020655
start iteration
done sorting
end inner loop
Iteration 34, inertia 26479.5804436
start iteration
done sorting
end inner loop
Iteration 35, inertia 26479.0690536
start iteration
done sorting
end inner loop
Iteration 36, inertia 26478.0963298
start iteration
done sorting
end inner loop
Iteration 37, inertia 26477.8453046
start iteration
done sorting
end inner loop
Iteration 38, inertia 26477.6170577
start iteration
done sorting
end inner loop
Iteration 39, inertia 26477.499267
start iteration
done sorting
end inner loop
Iteration 40, inertia 26477.3071188
start iteration
done sorting
end inner loop
Iteration 41, inertia 26477.0344143
start iteration
done sorting
end inner loop
Iteration 42, inertia 26476.9044656
start iteration
done sorting
end inner loop
Iteration 43, inertia 26476.6809651
start iteration
done sorting
end inner loop
Iteration 44, inertia 26476.6617841
start iteration
done sorting
end inner loop
Iteration 45, inertia 26476.6508617
start iteration
done sorting
end inner loop
Iteration 46, inertia 26476.6508617
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28093.8293162
start iteration
done sorting
end inner loop
Iteration 1, inertia 27531.9181714
start iteration
done sorting
end inner loop
Iteration 2, inertia 27245.9714187
start iteration
done sorting
end inner loop
Iteration 3, inertia 27054.0035934
start iteration
done sorting
end inner loop
Iteration 4, inertia 26924.8161202
start iteration
done sorting
end inner loop
Iteration 5, inertia 26837.9496201
start iteration
done sorting
end inner loop
Iteration 6, inertia 26769.8237513
start iteration
done sorting
end inner loop
Iteration 7, inertia 26723.1574471
start iteration
done sorting
end inner loop
Iteration 8, inertia 26689.7688317
start iteration
done sorting
end inner loop
Iteration 9, inertia 26662.9382337
start iteration
done sorting
end inner loop
Iteration 10, inertia 26643.2326414
start iteration
done sorting
end inner loop
Iteration 11, inertia 26629.5825108
start iteration
done sorting
end inner loop
Iteration 12, inertia 26617.7806152
start iteration
done sorting
end inner loop
Iteration 13, inertia 26604.2676507
start iteration
done sorting
end inner loop
Iteration 14, inertia 26590.4418068
start iteration
done sorting
end inner loop
Iteration 15, inertia 26575.5101911
start iteration
done sorting
end inner loop
Iteration 16, inertia 26563.0500401
start iteration
done sorting
end inner loop
Iteration 17, inertia 26548.9709335
start iteration
done sorting
end inner loop
Iteration 18, inertia 26530.3519834
start iteration
done sorting
end inner loop
Iteration 19, inertia 26515.1739173
start iteration
done sorting
end inner loop
Iteration 20, inertia 26502.8045202
start iteration
done sorting
end inner loop
Iteration 21, inertia 26493.9704878
start iteration
done sorting
end inner loop
Iteration 22, inertia 26487.0596491
start iteration
done sorting
end inner loop
Iteration 23, inertia 26481.4781295
start iteration
done sorting
end inner loop
Iteration 24, inertia 26475.4051511
start iteration
done sorting
end inner loop
Iteration 25, inertia 26470.1002543
start iteration
done sorting
end inner loop
Iteration 26, inertia 26466.1815021
start iteration
done sorting
end inner loop
Iteration 27, inertia 26463.8597545
start iteration
done sorting
end inner loop
Iteration 28, inertia 26461.9332898
start iteration
done sorting
end inner loop
Iteration 29, inertia 26459.6576519
start iteration
done sorting
end inner loop
Iteration 30, inertia 26457.3800369
start iteration
done sorting
end inner loop
Iteration 31, inertia 26455.516518
start iteration
done sorting
end inner loop
Iteration 32, inertia 26453.4366153
start iteration
done sorting
end inner loop
Iteration 33, inertia 26451.7356756
start iteration
done sorting
end inner loop
Iteration 34, inertia 26450.4547386
start iteration
done sorting
end inner loop
Iteration 35, inertia 26449.2957684
start iteration
done sorting
end inner loop
Iteration 36, inertia 26448.6002068
start iteration
done sorting
end inner loop
Iteration 37, inertia 26447.7308322
start Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28576.5550655
start iteration
done sorting
end inner loop
Iteration 1, inertia 27809.0628477
start iteration
done sorting
end inner loop
Iteration 2, inertia 27388.2108465
start iteration
done sorting
end inner loop
Iteration 3, inertia 27228.8518789
start iteration
done sorting
end inner loop
Iteration 4, inertia 27123.9640135
start iteration
done sorting
end inner loop
Iteration 5, inertia 27032.9719361
start iteration
done sorting
end inner loop
Iteration 6, inertia 26933.814734
start iteration
done sorting
end inner loop
Iteration 7, inertia 26841.847725
start iteration
done sorting
end inner loop
Iteration 8, inertia 26754.6611561
start iteration
done sorting
end inner loop
Iteration 9, inertia 26673.7115086
start iteration
done sorting
end inner loop
Iteration 10, inertia 26611.506537
start iteration
done sorting
end inner loop
Iteration 11, inertia 26565.0061922
start iteration
done sorting
end inner loop
Iteration 12, inertia 26532.8889979
start iteration
done sorting
end inner loop
Iteration 13, inertia 26507.7176571
start iteration
done sorting
end inner loop
Iteration 14, inertia 26488.6325492
start iteration
done sorting
end inner loop
Iteration 15, inertia 26474.1825835
start iteration
done sorting
end inner loop
Iteration 16, inertia 26462.6308328
start iteration
done sorting
end inner loop
Iteration 17, inertia 26453.6545216
start iteration
done sorting
end inner loop
Iteration 18, inertia 26446.5590129
start iteration
done sorting
end inner loop
Iteration 19, inertia 26442.2253361
start iteration
done sorting
end inner loop
Iteration 20, inertia 26436.7989781
start iteration
done sorting
end inner loop
Iteration 21, inertia 26433.0143609
start iteration
done sorting
end inner loop
Iteration 22, inertia 26428.5815937
start iteration
done sorting
end inner loop
Iteration 23, inertia 26424.7797125
start iteration
done sorting
end inner loop
Iteration 24, inertia 26421.0266364
start iteration
done sorting
end inner loop
Iteration 25, inertia 26418.9010296
start iteration
done sorting
end inner loop
Iteration 26, inertia 26415.2697562
start iteration
done sorting
end inner loop
Iteration 27, inertia 26412.3489306
start iteration
done sorting
end inner loop
Iteration 28, inertia 26410.7873991
start iteration
done sorting
end inner loop
Iteration 29, inertia 26409.3405806
start iteration
done sorting
end inner loop
Iteration 30, inertia 26408.5851386
start iteration
done sorting
end inner loop
Iteration 31, inertia 26408.0084126
start iteration
done sorting
end inner loop
Iteration 32, inertia 26406.9156672
start iteration
done sorting
end inner loop
Iteration 33, inertia 26405.9718658
start iteration
done sorting
end inner loop
Iteration 34, inertia 26405.2124921
start iteration
done sorting
end inner loop
Iteration 35, inertia 26404.7177164
start iteration
done sorting
end inner loop
Iteration 36, inertia 26404.1594834
start iteration
done sorting
end inner loop
Iteration 37, inertia 26403.736194
start iteration
done sorting
end inner loop
Iteration 38, inertia 26403.2842861
start iteration
done sorting
end inner loop
Iteration 39, inertia 26403.0307438
start iteration
done sorting
end inner loop
Iteration 40, inertia 26402.8555377
start iteration
done sorting
end inner loop
Iteration 41, inertia 26402.7887598
start iteration
done sorting
end inner loop
Iteration 42, inertia 26402.7523003
start iteration
done sorting
end inner loop
Iteration 43, inertia 26402.7523003
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28033.5256059
start iteration
done sorting
end inner loop
Iteration 1, inertia 27324.9127099
start iteration
done sorting
end inner loop
Iteration 2, inertia 27004.2967328
start iteration
done sorting
end inner loop
Iteration 3, inertia 26844.0409454
start iteration
done sorting
end inner loop
Iteration 4, inertia 26741.0334537
start iteration
done sorting
end inner loop
Iteration 5, inertia 26672.2098015
start iteration
done sorting
end inner loop
Iteration 6, inertia 26616.0301544
start iteration
done sorting
end inner loop
Iteration 7, inertia 26574.8252503
start iteration
done sorting
end inner loop
Iteration 8, inertia 26545.4035409
start iteration
done sorting
end inner loop
Iteration 9, inertia 26524.0972326
start iteration
done sorting
end inner loop
Iteration 10, inertia 26506.408537
start iteration
done sorting
end inner loop
Iteration 11, inertia 26494.4508519
start iteration
done sorting
end inner loop
Iteration 12, inertia 26483.8680381
start iteration
done sorting
end inner loop
Iteration 13, inertia 26474.2153605
start iteration
done sorting
end inner loop
Iteration 14, inertia 26462.3993603
start iteration
done sorting
end inner loop
Iteration 15, inertia 26454.9459197
start iteration
done sorting
end inner loop
Iteration 16, inertia 26449.1697325
start iteration
done sorting
end inner loop
Iteration 17, inertia 26445.0469306
start iteration
done sorting
end inner loop
Iteration 18, inertia 26442.2805527
start iteration
done sorting
end inner loop
Iteration 19, inertia 26440.0390339
start iteration
done sorting
end inner loop
Iteration 20, inertia 26438.0214438
start iteration
done sorting
end inner loop
Iteration 21, inertia 26436.6204045
start iteration
done sorting
end inner loop
Iteration 22, inertia 26435.5238244
start iteration
done sorting
end inner loop
Iteration 23, inertia 26434.2871406
start iteration
done sorting
end inner loop
Iteration 24, inertia 26433.1102222
start iteration
done sorting
end inner loop
Iteration 25, inertia 26432.4894424
start iteration
done sorting
end inner loop
Iteration 26, inertia 26431.9904539
start iteration
done sorting
end inner loop
Iteration 27, inertia 26431.4508747
start iteration
done sorting
end inner loop
Iteration 28, inertia 26430.7329323
start iteration
done sorting
end inner loop
Iteration 29, inertia 26429.531086
start iteration
done sorting
end inner loop
Iteration 30, inertia 26429.088531
start iteration
done sorting
end inner loop
Iteration 31, inertia 26428.9821408
start iteration
done sorting
end inner loop
Iteration 32, inertia 26428.8769841
start iteration
done sorting
end inner loop
Iteration 33, inertia 26428.8173056
start iteration
done sorting
end inner loop
Iteration 34, inertia 26428.7390849
start iteration
done sorting
end inner loop
Iteration 35, inertia 26428.7390849
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28313.0549933
start iteration
done sorting
end inner loop
Iteration 1, inertia 27434.1080026
start iteration
done sorting
end inner loop
Iteration 2, inertia 27087.814028
start iteration
done sorting
end inner loop
Iteration 3, inertia 26892.0751645
start iteration
done sorting
end inner loop
Iteration 4, inertia 26750.8072453
start iteration
done sorting
end inner loop
Iteration 5, inertia 26646.4474268
start iteration
done sorting
end inner loop
Iteration 6, inertia 26573.4767945
start iteration
done sorting
end inner loop
Iteration 7, inertia 26528.9277135
start iteration
done sorting
end inner loop
Iteration 8, inertia 26496.6575453
start iteration
done sorting
end inner loop
Iteration 9, inertia 26473.8939494
start iteration
done sorting
end inner loop
Iteration 10, inertia 26457.6400795
start iteration
done sorting
end inner loop
Iteration 11, inertia 26449.2106233
start iteration
done sorting
end inner loop
Iteration 12, inertia 26442.6819264
start iteration
done sorting
end inner loop
Iteration 13, inertia 26439.1956284
start iteration
done sorting
end inner loop
Iteration 14, inertia 26436.0365224
start iteration
done sorting
end inner loop
Iteration 15, inertia 26433.0438441
start iteration
done sorting
end inner loop
Iteration 16, inertia 26429.8905976
start iteration
done sorting
end inner loop
Iteration 17, inertia 26424.567031
start iteration
done sorting
end inner loop
Iteration 18, inertia 26420.8947385
start iteration
done sorting
end inner loop
Iteration 19, inertia 26418.1375185
start iteration
done sorting
end inner loop
Iteration 20, inertia 26416.1867285
start iteration
done sorting
end inner loop
Iteration 21, inertia 26414.3415738
start iteration
done sorting
end inner loop
Iteration 22, inertia 26413.0528981
start iteration
done sorting
end inner loop
Iteration 23, inertia 26412.4701102
start iteration
done sorting
end inner loop
Iteration 24, inertia 26411.9011691
start iteration
done sorting
end inner loop
Iteration 25, inertia 26411.1258219
start iteration
done sorting
end inner loop
Iteration 26, inertia 26410.461985
start iteration
done sorting
end inner loop
Iteration 27, inertia 26409.4637415
start iteration
done sorting
end inner loop
Iteration 28, inertia 26408.9612907
start iteration
done sorting
end inner loop
Iteration 29, inertia 26408.9612907
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.014
Number of clusters: 7

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28257.679265
start iteration
done sorting
end inner loop
Iteration 1, inertia 27686.6260562
start iteration
done sorting
end inner loop
Iteration 2, inertia 27434.3981272
start iteration
done sorting
end inner loop
Iteration 3, inertia 27283.5136613
start iteration
done sorting
end inner loop
Iteration 4, inertia 27177.7394713
start iteration
done sorting
end inner loop
Iteration 5, inertia 27094.533336
start iteration
done sorting
end inner loop
Iteration 6, inertia 27031.3987373
start iteration
done sorting
end inner loop
Iteration 7, inertia 26983.7135113
start iteration
done sorting
end inner loop
Iteration 8, inertia 26955.1139636
start iteration
done sorting
end inner loop
Iteration 9, inertia 26933.395291
start iteration
done sorting
end inner loop
Iteration 10, inertia 26921.717771
start iteration
done sorting
end inner loop
Iteration 11, inertia 26914.0955654
start iteration
done sorting
end inner loop
Iteration 12, inertia 26910.4508617
start iteration
done sorting
end inner loop
Iteration 13, inertia 26907.2812966
start iteration
done sorting
end inner loop
Iteration 14, inertia 26902.5365165
start iteration
done sorting
end inner loop
Iteration 15, inertia 26898.4469579
start iteration
done sorting
end inner loop
Iteration 16, inertia 26894.6856398
start iteration
done sorting
end inner loop
Iteration 17, inertia 26892.4265716
start iteration
done sorting
end inner loop
Iteration 18, inertia 26890.5683013
start iteration
done sorting
end inner loop
Iteration 19, inertia 26887.7192038
start iteration
done sorting
end inner loop
Iteration 20, inertia 26886.1281408
start iteration
done sorting
end inner loop
Iteration 21, inertia 26885.1100435
start iteration
done sorting
end inner loop
Iteration 22, inertia 26883.8337726
start iteration
done sorting
end inner loop
Iteration 23, inertia 26882.1555587
start iteration
done sorting
end inner loop
Iteration 24, inertia 26880.9171685
start iteration
done sorting
end inner loop
Iteration 25, inertia 26879.5061418
start iteration
done sorting
end inner loop
Iteration 26, inertia 26877.539118
start iteration
done sorting
end inner loop
Iteration 27, inertia 26875.5983611
start iteration
done sorting
end inner loop
Iteration 28, inertia 26873.5265721
start iteration
done sorting
end inner loop
Iteration 29, inertia 26872.2484823
start iteration
done sorting
end inner loop
Iteration 30, inertia 26870.6494858
start iteration
done sorting
end inner loop
Iteration 31, inertia 26869.0338633
start iteration
done sorting
end inner loop
Iteration 32, inertia 26868.7618197
start iteration
done sorting
end inner loop
Iteration 33, inertia 26868.5147797
start iteration
done sorting
end inner loop
Iteration 34, inertia 26868.2942915
start iteration
done sorting
end inner loop
Iteration 35, inertia 26868.0944373
start iteration
done sorting
end inner loop
Iteration 36, inertia 26867.8931932
start iteration
done sorting
end inner loop
Iteration 37, inertia 26867.4665687
start iteration
done sorting
end inner loop
Iteration 38, inertia 26866.8288024
start iteration
done sorting
end inner loop
Iteration 39, inertia 26866.2557229
start iteration
done sorting
end inner loop
Iteration 40, inertia 26866.119053
start iteration
done sorting
end inner loop
Iteration 41, inertia 26865.7722563
start iteration
done sorting
end inner loop
Iteration 42, inertia 26865.5362005
start iteration
done sorting
end inner loop
Iteration 43, inertia 26864.9445854
start iteration
done sorting
end inner loop
Iteration 44, inertia 26864.0202581
start iteration
done sorting
end inner loop
Iteration 45, inertia 26863.2794462
start iteration
done sorting
end inner loop
Iteration 46, inertia 26861.5510067
start iteration
done sorting
end inner loop
Iteration 47, inertia 26859.3380042
start iteration
done sorting
end inner loop
Iteration 48, inertia 26856.5617262
start iteration
done sorting
end inner loop
Iteration 49, inertia 26854.2769372
start iteration
done sorting
end inner loop
Iteration 50, inertia 26851.5104976
start iteration
done sorting
end inner loop
Iteration 51, inertia 26847.8943336
start iteration
done sorting
end inner loop
Iteration 52, inertia 26843.998601
start iteration
done sorting
end inner loop
Iteration 53, inertia 26841.0395483
start iteration
done sorting
end inner loop
Iteration 54, inertia 26838.361499
start iteration
done sorting
end inner loop
Iteration 55, inertia 26837.0668282
start iteration
done sorting
end inner loop
Iteration 56, inertia 26835.4348264
start iteration
done sorting
end inner loop
Iteration 57, inertia 26834.5568917
start iteration
done sorting
end inner loop
Iteration 58, inertia 26833.9556767
start iteration
done sorting
end inner loop
Iteration 59, inertia 26833.8229604
start iteration
done sorting
end inner loop
Iteration 60, inertia 26833.7453854
start iteration
done sorting
end inner loop
Iteration 61, inertia 26833.7331183
start iteration
done sorting
end inner loop
Iteration 62, inertia 26833.719119
start iteration
done sorting
end inner loop
Iteration 63, inertia 26833.6795983
start iteration
done sorting
end inner loop
Iteration 64, inertia 26833.6645821
start iteration
done sorting
end inner loop
Iteration 65, inertia 26833.6357021
start iteration
done sorting
end inner loop
Iteration 66, inertia 26833.6150896
start iteration
done sorting
end inner loop
Iteration 67, inertia 26833.5908387
start iteration
done sorting
end inner loop
Iteration 68, inertia 26833.5866799
start iteration
done sorting
end inner loop
Iteration 69, inertia 26833.5866799
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28694.5316794
start iteration
done sorting
end inner loop
Iteration 1, inertia 27851.9172383
start iteration
done sorting
end inner loop
Iteration 2, inertia 27331.6537316
start iteration
done sorting
end inner loop
Iteration 3, inertia 27025.4493345
start iteration
done sorting
end inner loop
Iteration 4, inertia 26857.7783754
start iteration
done sorting
end inner loop
Iteration 5, inertia 26756.1224879
start iteration
done sorting
end inner loop
Iteration 6, inertia 26698.8995682
start iteration
done sorting
end inner loop
Iteration 7, inertia 26657.6111651
start iteration
done sorting
end inner loop
Iteration 8, inertia 26621.0557147
start iteration
done sorting
end inner loop
Iteration 9, inertia 26590.1150239
start iteration
done sorting
end inner loop
Iteration 10, inertia 26554.3996723
start iteration
done sorting
end inner loop
Iteration 11, inertia 26521.2429905
start iteration
done sorting
end inner loop
Iteration 12, inertia 26486.4946858
start iteration
done sorting
end inner loop
Iteration 13, inertia 26453.6771493
start iteration
done sorting
end inner loop
Iteration 14, inertia 26426.8583419
start iteration
done sorting
end inner loop
Iteration 15, inertia 26413.8164217
start iteration
done sorting
end inner loop
Iteration 16, inertia 26401.4222119
start iteration
done sorting
end inner loop
Iteration 17, inertia 26392.5376574
start iteration
done sorting
end inner loop
Iteration 18, inertia 26385.2765255
start iteration
done sorting
end inner loop
Iteration 19, inertia 26379.3153608
start iteration
done sorting
end inner loop
Iteration 20, inertia 26373.6096714
start iteration
done sorting
end inner loop
Iteration 21, inertia 26368.1689705
start iteration
done sorting
end inner loop
Iteration 22, inertia 26360.4573074
start iteration
done sorting
end inner loop
Iteration 23, inertia 26354.5437074
start iteration
done sorting
end inner loop
Iteration 24, inertia 26351.0665604
start iteration
done sorting
end inner loop
Iteration 25, inertia 26348.4045868
start iteration
done sorting
end inner loop
Iteration 26, inertia 26345.4248209
start iteration
done sorting
end inner loop
Iteration 27, inertia 26342.067118
start iteration
done sorting
end inner loop
Iteration 28, inertia 26338.8670988
start iteration
done sorting
end inner loop
Iteration 29, inertia 26335.5618559
start iteration
done sorting
end inner loop
Iteration 30, inertia 26332.890453
start iteration
done sorting
end inner loop
Iteration 31, inertia 26330.7788063
start iteration
done sorting
end inner loop
Iteration 32, inertia 26329.4041878
start iteration
done sorting
end inner loop
Iteration 33, inertia 26328.0367926
start iteration
done sorting
end inner loop
Iteration 34, inertia 26326.6321553
start iteration
done sorting
end inner loop
Iteration 35, inertia 26324.6434907
start iteration
done sorting
end inner loop
Iteration 36, inertia 26323.1491832
start iteration
done sorting
end inner loop
Iteration 37, inertia 26321.8435001
start iteration
done sorting
end inner loop
Iteration 38, inertia 26320.314661
start iteration
done sorting
end inner loop
Iteration 39, inertia 26318.9603809
start iteration
done sorting
end inner loop
Iteration 40, inertia 26317.270076
start iteration
done sorting
end inner loop
Iteration 41, inertia 26315.6615542
start iteration
done sorting
end inner loop
Iteration 42, inertia 26314.4659763
start iteration
done sorting
end inner loop
Iteration 43, inertia 26313.899733
start iteration
done sorting
end inner loop
Iteration 44, inertia 26313.6050699
start iteration
done sorting
end inner loop
Iteration 45, inertia 26313.3465578
start iteration
done sorting
end inner loop
Iteration 46, inertia 26313.2153509
start iteration
done sorting
end inner loop
Iteration 47, inertia 26313.1183738
start iteration
done sorting
end inner loop
Iteration 48, inertia 26312.8706173
start iteration
done sorting
end inner loop
Iteration 49, inertia 26312.5655309
start iteration
done sorting
end inner loop
Iteration 50, inertia 26312.2948427
start iteration
done sorting
end inner loop
Iteration 51, inertia 26311.8638564
start iteration
done sorting
end inner loop
Iteration 52, inertia 26311.3282973
start iteration
done sorting
end inner loop
Iteration 53, inertia 26310.3323332
start iteration
done sorting
end inner loop
Iteration 54, inertia 26308.186346
start iteration
done sorting
end inner loop
Iteration 55, inertia 26305.8392288
start iteration
done sorting
end inner loop
Iteration 56, inertia 26304.1435765
start iteration
done sorting
end inner loop
Iteration 57, inertia 26302.9900064
start iteration
done sorting
end inner loop
Iteration 58, inertia 26302.2122415
start iteration
done sorting
end inner loop
Iteration 59, inertia 26301.647422
start iteration
done sorting
end inner loop
Iteration 60, inertia 26301.3150885
start iteration
done sorting
end inner loop
Iteration 61, inertia 26300.9668833
start iteration
done sorting
end inner loop
Iteration 62, inertia 26300.6120756
start iteration
done sorting
end inner loop
Iteration 63, inertia 26300.3045178
start iteration
done sorting
end inner loop
Iteration 64, inertia 26300.1107323
start iteration
done sorting
end inner loop
Iteration 65, inertia 26299.9028133
start iteration
done sorting
end inner loop
Iteration 66, inertia 26299.4554742
start iteration
done sorting
end inner loop
Iteration 67, inertia 26299.1295337
start iteration
done sorting
end inner loop
Iteration 68, inertia 26298.9214259
start iteration
done sorting
end inner loop
Iteration 69, inertia 26298.6182111
start iteration
done sorting
end inner loop
Iteration 70, inertia 26298.4412383
start iteration
done sorting
end inner loop
Iteration 71, inertia 26298.2915986
start iteration
done sorting
end inner loop
Iteration 72, inertia 26298.2150073
start iteration
done sorting
end inner loop
Iteration 73, inertia 26298.1752748
start iteration
done sorting
end inner loop
Iteration 74, inertia 26297.9428725
start iteration
done sorting
end inner loop
Iteration 75, inertia 26297.7140048
start iteration
done sorting
end inner loop
Iteration 76, inertia 26297.5431848
start iteration
done sorting
end inner loop
Iteration 77, inertia 26297.4926706
start iteration
done sorting
end inner loop
Iteration 78, inertia 26297.4476821
start iteration
done sorting
end inner loop
Iteration 79, inertia 26297.4292798
start iteration
done sorting
end inner loop
Iteration 80, inertia 26297.4292798
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28350.7658718
start iteration
done sorting
end inner loop
Iteration 1, inertia 27541.9959052
start iteration
done sorting
end inner loop
Iteration 2, inertia 27126.1560983
start iteration
done sorting
end inner loop
Iteration 3, inertia 26910.5138184
start iteration
done sorting
end inner loop
Iteration 4, inertia 26771.314802
start iteration
done sorting
end inner loop
Iteration 5, inertia 26669.6740938
start iteration
done sorting
end inner loop
Iteration 6, inertia 26601.0885705
start iteration
done sorting
end inner loop
Iteration 7, inertia 26550.5782096
start iteration
done sorting
end inner loop
Iteration 8, inertia 26510.769043
start iteration
done sorting
end inner loop
Iteration 9, inertia 26487.0709464
start iteration
done sorting
end inner loop
Iteration 10, inertia 26467.8884362
start iteration
done sorting
end inner loop
Iteration 11, inertia 26456.7182934
start iteration
done sorting
end inner loop
Iteration 12, inertia 26449.4602817
start iteration
done sorting
end inner loop
Iteration 13, inertia 26443.8608783
start iteration
done sorting
end inner loop
Iteration 14, inertia 26439.9990107
start iteration
done sorting
end inner loop
Iteration 15, inertia 26436.6692768
start iteration
done sorting
end inner loop
Iteration 16, inertia 26432.7701051
start iteration
done sorting
end inner loop
Iteration 17, inertia 26430.463764
start iteration
done sorting
end inner loop
Iteration 18, inertia 26427.392239
start iteration
done sorting
end inner loop
Iteration 19, inertia 26423.2624647
start iteration
done sorting
end inner loop
Iteration 20, inertia 26420.1900552
start iteration
done sorting
end inner loop
Iteration 21, inertia 26417.2063332
start iteration
done sorting
end inner loop
Iteration 22, inertia 26415.4551361
start iteration
done sorting
end inner loop
Iteration 23, inertia 26413.84542
start iteration
done sorting
end inner loop
Iteration 24, inertia 26412.2646151
start iteration
done sorting
end inner loop
Iteration 25, inertia 26410.4546412
start iteration
done sorting
end inner loop
Iteration 26, inertia 26408.7686935
start iteration
done sorting
end inner loop
Iteration 27, inertia 26407.4490423
start iteration
done sorting
end inner loop
Iteration 28, inertia 26405.1759596
start iteration
done sorting
end inner loop
Iteration 29, inertia 26402.3597118
start iteration
done sorting
end inner loop
Iteration 30, inertia 26400.0684592
start iteration
done sorting
end inner loop
Iteration 31, inertia 26398.4332806
start iteration
done sorting
end inner loop
Iteration 32, inertia 26397.6142849
start iteration
done sorting
end inner loop
Iteration 33, inertia 26396.7743274
start iteration
done sorting
end inner loop
Iteration 34, inertia 26395.8231604
start iteration
done sorting
end inner loop
Iteration 35, inertia 26393.5404914
start iteration
done sorting
end inner loop
Iteration 36, inertia 26391.7105318
start iteration
done sorting
end inner loop
Iteration 37, inertia 26389.351462
start iteration
done sorting
end inner loop
Iteration 38, inertia 26387.6777113
start iteration
done sorting
end inner loop
Iteration 39, inertia 26386.5838692
start iteration
done sorting
end inner loop
Iteration 40, inertia 26384.4227452
start iteration
done sorting
end inner loop
Iteration 41, inertia 26382.405719
start iteration
done sorting
end inner loop
Iteration 42, inertia 26380.8423023
start iteration
done sorting
end inner loop
Iteration 43, inertia 26379.306137
start iteration
done sorting
end inner loop
Iteration 44, inertia 26378.0020888
start iteration
done sorting
end inner loop
Iteration 45, inertia 26377.212894
start iteration
done sorting
end inner loop
Iteration 46, inertia 26376.3875774
start iteration
done sorting
end inner loop
Iteration 47, inertia 26375.6413289
start iteration
done sorting
end inner loop
Iteration 48, inertia 26375.1724137
start iteration
done sorting
end inner loop
Iteration 49, inertia 26375.0486368
start iteration
done sorting
end inner loop
Iteration 50, inertia 26375.0059631
start iteration
done sorting
end inner loop
Iteration 51, inertia 26374.8801089
start iteration
done sorting
end inner loop
Iteration 52, inertia 26374.8578659
start iteration
done sorting
end inner loop
Iteration 53, inertia 26374.8268847
start iteration
done sorting
end inner loop
Iteration 54, inertia 26374.8268847
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28980.903849
start iteration
done sorting
end inner loop
Iteration 1, inertia 28201.6697563
start iteration
done sorting
end inner loop
Iteration 2, inertia 27665.0958352
start iteration
done sorting
end inner loop
Iteration 3, inertia 27315.5346529
start iteration
done sorting
end inner loop
Iteration 4, inertia 27089.9890309
start iteration
done sorting
end inner loop
Iteration 5, inertia 26957.5373318
start iteration
done sorting
end inner loop
Iteration 6, inertia 26876.8898996
start iteration
done sorting
end inner loop
Iteration 7, inertia 26816.825617
start iteration
done sorting
end inner loop
Iteration 8, inertia 26777.2630987
start iteration
done sorting
end inner loop
Iteration 9, inertia 26749.212096
start iteration
done sorting
end inner loop
Iteration 10, inertia 26728.6693911
start iteration
done sorting
end inner loop
Iteration 11, inertia 26710.5717746
start iteration
done sorting
end inner loop
Iteration 12, inertia 26696.8635799
start iteration
done sorting
end inner loop
Iteration 13, inertia 26683.2044494
start iteration
done sorting
end inner loop
Iteration 14, inertia 26672.0633669
start iteration
done sorting
end inner loop
Iteration 15, inertia 26665.9243211
start iteration
done sorting
end inner loop
Iteration 16, inertia 26661.7494158
start iteration
done sorting
end inner loop
Iteration 17, inertia 26658.475675
start iteration
done sorting
end inner loop
Iteration 18, inertia 26655.8351564
start iteration
done sorting
end inner loop
Iteration 19, inertia 26653.8066774
start iteration
done sorting
end inner loop
Iteration 20, inertia 26651.9676128
start iteration
done sorting
end inner loop
Iteration 21, inertia 26649.0474242
start iteration
done sorting
end inner loop
Iteration 22, inertia 26647.3921643
start iteration
done sorting
end inner loop
Iteration 23, inertia 26645.4889138
start iteration
done sorting
end inner loop
Iteration 24, inertia 26643.8070954
start iteration
done sorting
end inner loop
Iteration 25, inertia 26641.6322874
start iteration
done sorting
end inner loop
Iteration 26, inertia 26640.5456673
start iteration
done sorting
end inner loop
Iteration 27, inertia 26639.3480624
start iteration
done sorting
end inner loop
Iteration 28, inertia 26637.8571213
start iteration
done sorting
end inner loop
Iteration 29, inertia 26636.8509751
start iteration
done sorting
end inner loop
Iteration 30, inertia 26636.3596577
start iteration
done sorting
end inner loop
Iteration 31, inertia 26635.5596165
start iteration
done sorting
end inner loop
Iteration 32, inertia 26635.1604375
start iteration
done sorting
end inner loop
Iteration 33, inertia 26634.8054158
start iteration
done sorting
end inner loop
Iteration 34, inertia 26634.5136677
start iteration
done sorting
end inner loop
Iteration 35, inertia 26634.173452
start iteration
done sorting
end inner loop
Iteration 36, inertia 26633.9437808
start iteration
done sorting
end inner loop
Iteration 37, inertia 26633.666925
start iteration
done sorting
end inner loop
Iteration 38, inertia 26633.3314712
start iteration
done sorting
end inner loop
Iteration 39, inertia 26632.9819418
start iteration
done sorting
end inner loop
Iteration 40, inertia 26632.7674148
start iteration
done sorting
end inner loop
Iteration 41, inertia 26632.4620573
start iteration
done sorting
end inner loop
Iteration 42, inertia 26632.3089813
start iteration
done sorting
end inner loop
Iteration 43, inertia 26632.2311704
start iteration
done sorting
end inner loop
Iteration 44, inertia 26632.1122395
start iteration
done sorting
end inner loop
Iteration 45, inertia 26631.9969796
start iteration
done sorting
end inner loop
Iteration 46, inertia 26631.8624998
start iteration
done sorting
end inner loop
Iteration 47, inertia 26631.7703957
start iteration
done sorting
end inner loop
Iteration 48, inertia 26631.7076594
start iteration
done sorting
end inner loop
Iteration 49, inertia 26631.6525054
start iteration
done sorting
end inner loop
Iteration 50, inertia 26631.5609609
start iteration
done sorting
end inner loop
Iteration 51, inertia 26631.4407134
start iteration
done sorting
end inner loop
Iteration 52, inertia 26631.3171859
start iteration
done sorting
end inner loop
Iteration 53, inertia 26631.3171859
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.002
Number of clusters: 11

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28039.5472624
start iteration
done sorting
end inner loop
Iteration 1, inertia 27069.8082617
start iteration
done sorting
end inner loop
Iteration 2, inertia 26759.7209059
start iteration
done sorting
end inner loop
Iteration 3, inertia 26623.7891288
start iteration
done sorting
end inner loop
Iteration 4, inertia 26561.6977907
start iteration
done sorting
end inner loop
Iteration 5, inertia 26510.4732698
start iteration
done sorting
end inner loop
Iteration 6, inertia 26465.4682452
start iteration
done sorting
end inner loop
Iteration 7, inertia 26424.8452351
start iteration
done sorting
end inner loop
Iteration 8, inertia 26393.6364203
start iteration
done sorting
end inner loop
Iteration 9, inertia 26363.6718719
start iteration
done sorting
end inner loop
Iteration 10, inertia 26338.0212696
start iteration
done sorting
end inner loop
Iteration 11, inertia 26315.5675599
start iteration
done sorting
end inner loop
Iteration 12, inertia 26293.5721395
start iteration
done sorting
end inner loop
Iteration 13, inertia 26278.0831342
start iteration
done sorting
end inner loop
Iteration 14, inertia 26267.9439651
start iteration
done sorting
end inner loop
Iteration 15, inertia 26262.2963874
start iteration
done sorting
end inner loop
Iteration 16, inertia 26257.7079335
start iteration
done sorting
end inner loop
Iteration 17, inertia 26254.3424207
start iteration
done sorting
end inner loop
Iteration 18, inertia 26252.2403053
start iteration
done sorting
end inner loop
Iteration 19, inertia 26250.3392459
start iteration
done sorting
end inner loop
Iteration 20, inertia 26248.7099036
start iteration
done sorting
end inner loop
Iteration 21, inertia 26247.2085618
start iteration
done sorting
end inner loop
Iteration 22, inertia 26245.4688331
start iteration
done sorting
end inner loop
Iteration 23, inertia 26244.0734287
start iteration
done sorting
end inner loop
Iteration 24, inertia 26242.9444887
start iteration
done sorting
end inner loop
Iteration 25, inertia 26242.2862956
start iteration
done sorting
end inner loop
Iteration 26, inertia 26241.21922
start iteration
done sorting
end inner loop
Iteration 27, inertia 26239.1987525
start iteration
done sorting
end inner loop
Iteration 28, inertia 26238.1956411
start iteration
done sorting
end inner loop
Iteration 29, inertia 26237.6108741
start iteration
done sorting
end inner loop
Iteration 30, inertia 26236.7972127
start iteration
done sorting
end inner loop
Iteration 31, inertia 26236.2623678
start iteration
done sorting
end inner loop
Iteration 32, inertia 26235.5188655
start iteration
done sorting
end inner loop
Iteration 33, inertia 26234.999288
start iteration
done sorting
end inner loop
Iteration 34, inertia 26234.1548723
start iteration
done sorting
end inner loop
Iteration 35, inertia 26233.6351089
start iteration
done sorting
end inner loop
Iteration 36, inertia 26232.9655492
start iteration
done sorting
end inner loop
Iteration 37, inertia 26232.316419
start iteration
done sorting
end inner loop
Iteration 38, inertia 26231.645972
start iteration
done sorting
end inner loop
Iteration 39, inertia 26231.1641269
start iteration
done sorting
end inner loop
Iteration 40, inertia 26230.74367
start iteration
done sorting
end inner loop
Iteration 41, inertia 26230.6316731
start iteration
done sorting
end inner loop
Iteration 42, inertia 26230.6316731
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27758.4792353
start iteration
done sorting
end inner loop
Iteration 1, inertia 27186.4450687
start iteration
done sorting
end inner loop
Iteration 2, inertia 26863.0724964
start iteration
done sorting
end inner loop
Iteration 3, inertia 26630.3018244
start iteration
done sorting
end inner loop
Iteration 4, inertia 26524.6832866
start iteration
done sorting
end inner loop
Iteration 5, inertia 26475.0061013
start iteration
done sorting
end inner loop
Iteration 6, inertia 26452.0403408
start iteration
done sorting
end inner loop
Iteration 7, inertia 26434.7281835
start iteration
done sorting
end inner loop
Iteration 8, inertia 26418.6227345
start iteration
done sorting
end inner loop
Iteration 9, inertia 26404.182376
start iteration
done sorting
end inner loop
Iteration 10, inertia 26385.9833946
start iteration
done sorting
end inner loop
Iteration 11, inertia 26370.3998051
start iteration
done sorting
end inner loop
Iteration 12, inertia 26355.6290903
start iteration
done sorting
end inner loop
Iteration 13, inertia 26345.0574082
start iteration
done sorting
end inner loop
Iteration 14, inertia 26336.5937089
start iteration
done sorting
end inner loop
Iteration 15, inertia 26327.6268991
start iteration
done sorting
end inner loop
Iteration 16, inertia 26315.176728
start iteration
done sorting
end inner loop
Iteration 17, inertia 26302.7573813
start iteration
done sorting
end inner loop
Iteration 18, inertia 26291.6027462
start iteration
done sorting
end inner loop
Iteration 19, inertia 26283.0112348
start iteration
done sorting
end inner loop
Iteration 20, inertia 26276.7341637
start iteration
done sorting
end inner loop
Iteration 21, inertia 26270.3533301
start iteration
done sorting
end inner loop
Iteration 22, inertia 26260.8771909
start iteration
done sorting
end inner loop
Iteration 23, inertia 26252.9379919
start iteration
done sorting
end inner loop
Iteration 24, inertia 26243.7269934
start iteration
done sorting
end inner loop
Iteration 25, inertia 26237.4600575
start iteration
done sorting
end inner loop
Iteration 26, inertia 26231.7268134
start iteration
done sorting
end inner loop
Iteration 27, inertia 26228.948226
start iteration
done sorting
end inner loop
Iteration 28, inertia 26226.7671702
start iteration
done sorting
end inner loop
Iteration 29, inertia 26224.8989129
start iteration
done sorting
end inner loop
Iteration 30, inertia 26223.804252
start iteration
done sorting
end inner loop
Iteration 31, inertia 26222.3555015
start iteration
done sorting
end inner loop
Iteration 32, inertia 26220.5379389
start iteration
done sorting
end inner loop
Iteration 33, inertia 26217.996508
start iteration
done sorting
end inner loop
Iteration 34, inertia 26215.6772896
start iteration
done sorting
end inner loop
Iteration 35, inertia 26213.0172656
start iteration
done sorting
end inner loop
Iteration 36, inertia 26209.2615584
start iteration
done sorting
end inner loop
Iteration 37, inertia 26205.9753699
start iteration
done sorting
end inner loop
Iteration 38, inertia 26202.7050169
start iteration
done sorting
end inner loop
Iteration 39, inertia 26199.9141393
start iteration
done sorting
end inner loop
Iteration 40, inertia 26197.9935975
start iteration
done sorting
end inner loop
Iteration 41, inertia 26196.585437
start iteration
done sorting
end inner loop
Iteration 42, inertia 26195.7165896
start iteration
done sorting
end inner loop
Iteration 43, inertia 26194.8821107
start iteration
done sorting
end inner loop
Iteration 44, inertia 26194.4841798
start iteration
done sorting
end inner loop
Iteration 45, inertia 26194.1204301
start iteration
done sorting
end inner loop
Iteration 46, inertia 26194.0237184
start iteration
done sorting
end inner loop
Iteration 47, inertia 26193.9285975
start iteration
done sorting
end inner loop
Iteration 48, inertia 26193.7827494
start iteration
done sorting
end inner loop
Iteration 49, inertia 26193.6960064
start iteration
done sorting
end inner loop
Iteration 50, inertia 26193.4695021
start iteration
done sorting
end inner loop
Iteration 51, inertia 26193.4695021
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.002
Number of clusters: 12

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28373.5992953
start iteration
done sorting
end inner loop
Iteration 1, inertia 27517.2702108
start iteration
done sorting
end inner loop
Iteration 2, inertia 27099.2711742
start iteration
done sorting
end inner loop
Iteration 3, inertia 26784.7203226
start iteration
done sorting
end inner loop
Iteration 4, inertia 26563.5528505
start iteration
done sorting
end inner loop
Iteration 5, inertia 26441.9815671
start iteration
done sorting
end inner loop
Iteration 6, inertia 26383.8101968
start iteration
done sorting
end inner loop
Iteration 7, inertia 26344.5092677
start iteration
done sorting
end inner loop
Iteration 8, inertia 26311.8269353
start iteration
done sorting
end inner loop
Iteration 9, inertia 26291.1375455
start iteration
done sorting
end inner loop
Iteration 10, inertia 26277.22094
start iteration
done sorting
end inner loop
Iteration 11, inertia 26266.9098353
start iteration
done sorting
end inner loop
Iteration 12, inertia 26259.6558159
start iteration
done sorting
end inner loop
Iteration 13, inertia 26252.2449032
start iteration
done sorting
end inner loop
Iteration 14, inertia 26243.0850357
start iteration
done sorting
end inner loop
Iteration 15, inertia 26233.353446
start iteration
done sorting
end inner loop
Iteration 16, inertia 26223.908664
start iteration
done sorting
end inner loop
Iteration 17, inertia 26214.448144
start iteration
done sorting
end inner loop
Iteration 18, inertia 26204.3074433
start iteration
done sorting
end inner loop
Iteration 19, inertia 26189.4325248
start iteration
done sorting
end inner loop
Iteration 20, inertia 26173.8237733
start iteration
done sorting
end inner loop
Iteration 21, inertia 26162.3778503
start iteration
done sorting
end inner loop
Iteration 22, inertia 26153.9945331
start iteration
done sorting
end inner loop
Iteration 23, inertia 26149.2156839
start iteration
done sorting
end inner loop
Iteration 24, inertia 26144.2216159
start iteration
done sorting
end inner loop
Iteration 25, inertia 26138.6230639
start iteration
done sorting
end inner loop
Iteration 26, inertia 26134.6280434
start iteration
done sorting
end inner loop
Iteration 27, inertia 26131.299959
start iteration
done sorting
end inner loop
Iteration 28, inertia 26128.9338409
start iteration
done sorting
end inner loop
Iteration 29, inertia 26127.1685697
start iteration
done sorting
end inner loop
Iteration 30, inertia 26125.5131342
start iteration
done sorting
end inner loop
Iteration 31, inertia 26124.6707893
start iteration
done sorting
end inner loop
Iteration 32, inertia 26124.2529928
start iteration
done sorting
end inner loop
Iteration 33, inertia 26123.805805
start iteration
done sorting
end inner loop
Iteration 34, inertia 26123.6110974
start iteration
done sorting
end inner loop
Iteration 35, inertia 26123.433718
start iteration
done sorting
end inner loop
Iteration 36, inertia 26123.3696931
start iteration
done sorting
end inner loop
Iteration 37, inertia 26123.3696931
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27814.9946729
start iteration
done sorting
end inner loop
Iteration 1, inertia 27182.4090132
start iteration
done sorting
end inner loop
Iteration 2, inertia 26891.4520754
start iteration
done sorting
end inner loop
Iteration 3, inertia 26738.1257314
start iteration
done sorting
end inner loop
Iteration 4, inertia 26636.7428851
start iteration
done sorting
end inner loop
Iteration 5, inertia 26540.7895374
start iteration
done sorting
end inner loop
Iteration 6, inertia 26445.3829595
start iteration
done sorting
end inner loop
Iteration 7, inertia 26345.8813111
start iteration
done sorting
end inner loop
Iteration 8, inertia 26278.805658
start iteration
done sorting
end inner loop
Iteration 9, inertia 26242.0096806
start iteration
done sorting
end inner loop
Iteration 10, inertia 26215.8757439
start iteration
done sorting
end inner loop
Iteration 11, inertia 26194.8270604
start iteration
done sorting
end inner loop
Iteration 12, inertia 26179.3223832
start iteration
done sorting
end inner loop
Iteration 13, inertia 26169.0331072
start iteration
done sorting
end inner loop
Iteration 14, inertia 26159.818662
start iteration
done sorting
end inner loop
Iteration 15, inertia 26153.4370577
start iteration
done sorting
end inner loop
Iteration 16, inertia 26148.9798372
start iteration
done sorting
end inner loop
Iteration 17, inertia 26146.4996609
start iteration
done sorting
end inner loop
Iteration 18, inertia 26144.2094397
start iteration
done sorting
end inner loop
Iteration 19, inertia 26142.5836222
start iteration
done sorting
end inner loop
Iteration 20, inertia 26141.6261116
start iteration
done sorting
end inner loop
Iteration 21, inertia 26141.1810853
start iteration
done sorting
end inner loop
Iteration 22, inertia 26140.5395717
start iteration
done sorting
end inner loop
Iteration 23, inertia 26140.1364977
start iteration
done sorting
end inner loop
Iteration 24, inertia 26140.0165016
start iteration
done sorting
end inner loop
Iteration 25, inertia 26139.7497645
start iteration
done sorting
end inner loop
Iteration 26, inertia 26139.4891051
start iteration
done sorting
end inner loop
Iteration 27, inertia 26139.235091
start iteration
done sorting
end inner loop
Iteration 28, inertia 26139.0817469
start iteration
done sorting
end inner loop
Iteration 29, inertia 26139.0696605
start iteration
done sorting
end inner loop
Iteration 30, inertia 26139.057858
start iteration
done sorting
end inner loop
Iteration 31, inertia 26139.057858
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28326.4352279
start iteration
done sorting
end inner loop
Iteration 1, inertia 27763.2490511
start iteration
done sorting
end inner loop
Iteration 2, inertia 27359.7251499
start iteration
done sorting
end inner loop
Iteration 3, inertia 27111.5764248
start iteration
done sorting
end inner loop
Iteration 4, inertia 26935.3089783
start iteration
done sorting
end inner loop
Iteration 5, inertia 26801.9353575
start iteration
done sorting
end inner loop
Iteration 6, inertia 26696.8883282
start iteration
done sorting
end inner loop
Iteration 7, inertia 26619.9784848
start iteration
done sorting
end inner loop
Iteration 8, inertia 26553.1089704
start iteration
done sorting
end inner loop
Iteration 9, inertia 26506.4689611
start iteration
done sorting
end inner loop
Iteration 10, inertia 26465.3895791
start iteration
done sorting
end inner loop
Iteration 11, inertia 26430.8086775
start iteration
done sorting
end inner loop
Iteration 12, inertia 26404.0291783
start iteration
done sorting
end inner loop
Iteration 13, inertia 26384.8123158
start iteration
done sorting
end inner loop
Iteration 14, inertia 26371.173519
start iteration
done sorting
end inner loop
Iteration 15, inertia 26358.7538251
start iteration
done sorting
end inner loop
Iteration 16, inertia 26346.8050208
start iteration
done sorting
end inner loop
Iteration 17, inertia 26337.7518222
start iteration
done sorting
end inner loop
Iteration 18, inertia 26332.3217696
start iteration
done sorting
end inner loop
Iteration 19, inertia 26328.5222609
start iteration
done sorting
end inner loop
Iteration 20, inertia 26324.8804727
start iteration
done sorting
end inner loop
Iteration 21, inertia 26322.4636251
start iteration
done sorting
end inner loop
Iteration 22, inertia 26320.0159011
start iteration
done sorting
end inner loop
Iteration 23, inertia 26317.0347051
start iteration
done sorting
end inner loop
Iteration 24, inertia 26314.757202
start iteration
done sorting
end inner loop
Iteration 25, inertia 26313.5142334
start iteration
done sorting
end inner loop
Iteration 26, inertia 26311.5641229
start iteration
done sorting
end inner loop
Iteration 27, inertia 26310.389067
start iteration
done sorting
end inner loop
Iteration 28, inertia 26309.4144266
start iteration
done sorting
end inner loop
Iteration 29, inertia 26308.8823234
start iteration
done sorting
end inner loop
Iteration 30, inertia 26308.3116548
start iteration
done sorting
end inner loop
Iteration 31, inertia 26308.1108627
start iteration
done sorting
end inner loop
Iteration 32, inertia 26307.7319088
start iteration
done sorting
end inner loop
Iteration 33, inertia 26307.271774
start iteration
done sorting
end inner loop
Iteration 34, inertia 26306.4154708
start iteration
done sorting
end inner loop
Iteration 35, inertia 26305.450717
start iteration
done sorting
end inner loop
Iteration 36, inertia 26304.9111006
start iteration
done sorting
end inner loop
Iteration 37, inertia 26304.3572768
start iteration
done sorting
end inner loop
Iteration 38, inertia 26303.6499258
start iteration
done sorting
end inner loop
Iteration 39, inertia 26302.9786227
start iteration
done sorting
end inner loop
Iteration 40, inertia 26302.4864705
start iteration
done sorting
end inner loop
Iteration 41, inertia 26301.74767
start iteration
done sorting
end inner loop
Iteration 42, inertia 26301.3183957
start iteration
done sorting
end inner loop
Iteration 43, inertia 26300.6413105
start iteration
done sorting
end inner loop
Iteration 44, inertia 26300.4385244
start iteration
done sorting
end inner loop
Iteration 45, inertia 26299.9917668
start iteration
done sorting
end inner loop
Iteration 46, inertia 26299.3278768
start iteration
done sorting
end inner loop
Iteration 47, inertia 26298.679837
start iteration
done sorting
end inner loop
Iteration 48, inertia 26298.063275
start iteration
done sorting
end inner loop
Iteration 49, inertia 26297.5860418
start iteration
done sorting
end inner loop
Iteration 50, inertia 26296.6594838
start iteration
done sorting
end inner loop
Iteration 51, inertia 26296.3618709
start iteration
done sorting
end inner loop
Iteration 52, inertia 26296.1281817
start iteration
done sorting
end inner loop
Iteration 53, inertia 26295.8178167
start iteration
done sorting
end inner loop
Iteration 54, inertia 26295.6411519
start iteration
done sorting
end inner loop
Iteration 55, inertia 26295.510729
start iteration
done sorting
end inner loop
Iteration 56, inertia 26295.4600421
start iteration
done sorting
end inner loop
Iteration 57, inertia 26295.4342548
start iteration
done sorting
end inner loop
Iteration 58, inertia 26295.4122271
start iteration
done sorting
end inner loop
Iteration 59, inertia 26295.4122271
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28584.5532394
start iteration
done sorting
end inner loop
Iteration 1, inertia 27623.3182494
start iteration
done sorting
end inner loop
Iteration 2, inertia 27117.7412291
start iteration
done sorting
end inner loop
Iteration 3, inertia 26874.9133584
start iteration
done sorting
end inner loop
Iteration 4, inertia 26741.7562296
start iteration
done sorting
end inner loop
Iteration 5, inertia 26644.8848506
start iteration
done sorting
end inner loop
Iteration 6, inertia 26579.6177497
start iteration
done sorting
end inner loop
Iteration 7, inertia 26529.452477
start iteration
done sorting
end inner loop
Iteration 8, inertia 26484.362016
start iteration
done sorting
end inner loop
Iteration 9, inertia 26439.8737076
start iteration
done sorting
end inner loop
Iteration 10, inertia 26404.4159015
start iteration
done sorting
end inner loop
Iteration 11, inertia 26377.2452887
start iteration
done sorting
end inner loop
Iteration 12, inertia 26356.7891875
start iteration
done sorting
end inner loop
Iteration 13, inertia 26340.8869215
start iteration
done sorting
end inner loop
Iteration 14, inertia 26328.8003762
start iteration
done sorting
end inner loop
Iteration 15, inertia 26317.757877
start iteration
done sorting
end inner loop
Iteration 16, inertia 26307.8451207
start iteration
done sorting
end inner loop
Iteration 17, inertia 26297.712596
start iteration
done sorting
end inner loop
Iteration 18, inertia 26286.4680267
start iteration
done sorting
end inner loop
Iteration 19, inertia 26274.3243626
start iteration
done sorting
end inner loop
Iteration 20, inertia 26261.316961
start iteration
done sorting
end inner loop
Iteration 21, inertia 26251.072245
start iteration
done sorting
end inner loop
Iteration 22, inertia 26242.3392514
start iteration
done sorting
end inner loop
Iteration 23, inertia 26229.7896605
start iteration
done sorting
end inner loop
Iteration 24, inertia 26217.536615
start iteration
done sorting
end inner loop
Iteration 25, inertia 26210.0220417
start iteration
done sorting
end inner loop
Iteration 26, inertia 26203.3794414
start iteration
done sorting
end inner loop
Iteration 27, inertia 26196.7134041
start iteration
done sorting
end inner loop
Iteration 28, inertia 26189.1714116
start iteration
done sorting
end inner loop
Iteration 29, inertia 26184.1861985
start iteration
done sorting
end inner loop
Iteration 30, inertia 26179.3045242
start iteration
done sorting
end inner loop
Iteration 31, inertia 26175.6023449
start iteration
done sorting
end inner loop
Iteration 32, inertia 26172.1502885
start iteration
done sorting
end inner loop
Iteration 33, inertia 26168.7248987
start iteration
done sorting
end inner loop
Iteration 34, inertia 26166.2801515
start iteration
done sorting
end inner loop
Iteration 35, inertia 26164.8622647
start iteration
done sorting
end inner loop
Iteration 36, inertia 26163.8220218
start iteration
done sorting
end inner loop
Iteration 37, inertia 26162.6017882
start iteration
done sorting
end inner loop
Iteration 38, inertia 26161.2603251
start iteration
done sorting
end inner loop
Iteration 39, inertia 26160.6653879
start iteration
done sorting
end inner loop
Iteration 40, inertia 26160.4582803
start iteration
done sorting
end inner loop
Iteration 41, inertia 26160.2487358
start iteration
done sorting
end inner loop
Iteration 42, inertia 26159.6436962
start iteration
done sorting
end inner loop
Iteration 43, inertia 26159.4941011
start iteration
done sorting
end inner loop
Iteration 44, inertia 26159.2836062
start iteration
done sorting
end inner loop
Iteration 45, inertia 26158.9590389
start iteration
done sorting
end inner loop
Iteration 46, inertia 26158.4691276
start iteration
done sorting
end inner loop
Iteration 47, inertia 26158.0173866
start iteration
done sorting
end inner loop
Iteration 48, inertia 26157.818212
start iteration
done sorting
end inner loop
Iteration 49, inertia 26157.7391952
start iteration
done sorting
end inner loop
Iteration 50, inertia 26157.7391952
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.021
Number of clusters: 13

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27897.3678665
start iteration
done sorting
end inner loop
Iteration 1, inertia 26946.6974984
start iteration
done sorting
end inner loop
Iteration 2, inertia 26490.009909
start iteration
done sorting
end inner loop
Iteration 3, inertia 26318.7702914
start iteration
done sorting
end inner loop
Iteration 4, inertia 26225.7745217
start iteration
done sorting
end inner loop
Iteration 5, inertia 26176.7417776
start iteration
done sorting
end inner loop
Iteration 6, inertia 26146.0147833
start iteration
done sorting
end inner loop
Iteration 7, inertia 26127.9746294
start iteration
done sorting
end inner loop
Iteration 8, inertia 26118.251973
start iteration
done sorting
end inner loop
Iteration 9, inertia 26112.2722558
start iteration
done sorting
end inner loop
Iteration 10, inertia 26108.037778
start iteration
done sorting
end inner loop
Iteration 11, inertia 26105.3143188
start iteration
done sorting
end inner loop
Iteration 12, inertia 26102.2746602
start iteration
done sorting
end inner loop
Iteration 13, inertia 26100.1233919
start iteration
done sorting
end inner loop
Iteration 14, inertia 26098.0857932
start iteration
done sorting
end inner loop
Iteration 15, inertia 26095.9681072
start iteration
done sorting
end inner loop
Iteration 16, inertia 26093.9498272
start iteration
done sorting
end inner loop
Iteration 17, inertia 26091.6235899
start iteration
done sorting
end inner loop
Iteration 18, inertia 26088.3585286
start iteration
done sorting
end inner loop
Iteration 19, inertia 26085.8649703
start iteration
done sorting
end inner loop
Iteration 20, inertia 26083.3994474
start iteration
done sorting
end inner loop
Iteration 21, inertia 26081.5806814
start iteration
done sorting
end inner loop
Iteration 22, inertia 26080.2888078
start iteration
done sorting
end inner loop
Iteration 23, inertia 26078.9072103
start iteration
done sorting
end inner loop
Iteration 24, inertia 26077.9589725
start iteration
done sorting
end inner loop
Iteration 25, inertia 26076.8502254
start iteration
done sorting
end inner loop
Iteration 26, inertia 26075.8947362
start iteration
done sorting
end inner loop
Iteration 27, inertia 26075.0380794
start iteration
done sorting
end inner loop
Iteration 28, inertia 26074.4340794
start iteration
done sorting
end inner loop
Iteration 29, inertia 26073.9088893
start iteration
done sorting
end inner loop
Iteration 30, inertia 26073.4208943
start iteration
done sorting
end inner loop
Iteration 31, inertia 26073.1174101
start iteration
done sorting
end inner loop
Iteration 32, inertia 26072.7943984
start iteration
done sorting
end inner loop
Iteration 33, inertia 26072.6672071
start iteration
done sorting
end inner loop
Iteration 34, inertia 26072.6243284
start iteration
done sorting
end inner loop
Iteration 35, inertia 26072.4830739
start iteration
done sorting
end inner loop
Iteration 36, inertia 26072.3331202
start iteration
done sorting
end inner loop
Iteration 37, inertia 26072.3039159
start iteration
done sorting
end inner loop
Iteration 38, inertia 26072.2727449
start iteration
done sorting
end inner loop
Iteration 39, inertia 26072.1146321
start iteration
done sorting
end inner loop
Iteration 40, inertia 26071.9977676
start iteration
done sorting
end inner loop
Iteration 41, inertia 26071.9977676
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27759.1719969
start iteration
done sorting
end inner loop
Iteration 1, inertia 27082.6860276
start iteration
done sorting
end inner loop
Iteration 2, inertia 26720.4138114
start iteration
done sorting
end inner loop
Iteration 3, inertia 26514.6589412
start iteration
done sorting
end inner loop
Iteration 4, inertia 26390.1017988
start iteration
done sorting
end inner loop
Iteration 5, inertia 26293.4427707
start iteration
done sorting
end inner loop
Iteration 6, inertia 26231.3751095
start iteration
done sorting
end inner loop
Iteration 7, inertia 26186.8835176
start iteration
done sorting
end inner loop
Iteration 8, inertia 26161.2218776
start iteration
done sorting
end inner loop
Iteration 9, inertia 26142.9225211
start iteration
done sorting
end inner loop
Iteration 10, inertia 26127.0051757
start iteration
done sorting
end inner loop
Iteration 11, inertia 26116.7602985
start iteration
done sorting
end inner loop
Iteration 12, inertia 26108.8905292
start iteration
done sorting
end inner loop
Iteration 13, inertia 26101.8822168
start iteration
done sorting
end inner loop
Iteration 14, inertia 26095.5722879
start iteration
done sorting
end inner loop
Iteration 15, inertia 26091.1783166
start iteration
done sorting
end inner loop
Iteration 16, inertia 26086.6633285
start iteration
done sorting
end inner loop
Iteration 17, inertia 26083.6567373
start iteration
done sorting
end inner loop
Iteration 18, inertia 26082.2767819
start iteration
done sorting
end inner loop
Iteration 19, inertia 26079.6440616
start iteration
done sorting
end inner loop
Iteration 20, inertia 26078.2645156
start iteration
done sorting
end inner loop
Iteration 21, inertia 26077.4346993
start iteration
done sorting
end inner loop
Iteration 22, inertia 26076.6983034
start iteration
done sorting
end inner loop
Iteration 23, inertia 26075.9658943
start iteration
done sorting
end inner loop
Iteration 24, inertia 26075.1301459
start iteration
done sorting
end inner loop
Iteration 25, inertia 26074.4309337
start iteration
done sorting
end inner loop
Iteration 26, inertia 26073.801921
start iteration
done sorting
end inner loop
Iteration 27, inertia 26073.1230748
start iteration
done sorting
end inner loop
Iteration 28, inertia 26072.1902417
start iteration
done sorting
end inner loop
Iteration 29, inertia 26071.359276
start iteration
done sorting
end inner loop
Iteration 30, inertia 26070.1803049
start iteration
done sorting
end inner loop
Iteration 31, inertia 26069.5931207
start iteration
done sorting
end inner loop
Iteration 32, inertia 26069.1114267
start iteration
done sorting
end inner loop
Iteration 33, inertia 26068.6333878
start iteration
done sorting
end inner loop
Iteration 34, inertia 26068.309867
start iteration
done sorting
end inner loop
Iteration 35, inertia 26068.1010964
start iteration
done sorting
end inner loop
Iteration 36, inertia 26067.8660494
start iteration
done sorting
end inner loop
Iteration 37, inertia 26067.7381146
start iteration
done sorting
end inner loop
Iteration 38, inertia 26067.665107
start iteration
done sorting
end inner loop
Iteration 39, inertia 26067.6245399
start iteration
done sorting
end inner loop
Iteration 40, inertia 26067.6245399
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28571.6179903
start iteration
done sorting
end inner loop
Iteration 1, inertia 27507.7523833
start iteration
done sorting
end inner loop
Iteration 2, inertia 27056.6244234
start iteration
done sorting
end inner loop
Iteration 3, inertia 26843.7323548
start iteration
done sorting
end inner loop
Iteration 4, inertia 26699.0718453
start iteration
done sorting
end inner loop
Iteration 5, inertia 26601.7340969
start iteration
done sorting
end inner loop
Iteration 6, inertia 26544.724328
start iteration
done sorting
end inner loop
Iteration 7, inertia 26508.5251309
start iteration
done sorting
end inner loop
Iteration 8, inertia 26485.4737288
start iteration
done sorting
end inner loop
Iteration 9, inertia 26468.3741937
start iteration
done sorting
end inner loop
Iteration 10, inertia 26455.8739788
start iteration
done sorting
end inner loop
Iteration 11, inertia 26445.4907872
start iteration
done sorting
end inner loop
Iteration 12, inertia 26436.5652821
start iteration
done sorting
end inner loop
Iteration 13, inertia 26428.1620755
start iteration
done sorting
end inner loop
Iteration 14, inertia 26419.9853519
start iteration
done sorting
end inner loop
Iteration 15, inertia 26415.7326378
start iteration
done sorting
end inner loop
Iteration 16, inertia 26412.5816247
start iteration
done sorting
end inner loop
Iteration 17, inertia 26410.5351564
start iteration
done sorting
end inner loop
Iteration 18, inertia 26408.1521356
start iteration
done sorting
end inner loop
Iteration 19, inertia 26405.6698736
start iteration
done sorting
end inner loop
Iteration 20, inertia 26403.174546
start iteration
done sorting
end inner loop
Iteration 21, inertia 26401.5623618
start iteration
done sorting
end inner loop
Iteration 22, inertia 26400.8704928
start iteration
done sorting
end inner loop
Iteration 23, inertia 26399.6954114
start iteration
done sorting
end inner loop
Iteration 24, inertia 26399.0984875
start iteration
done sorting
end inner loop
Iteration 25, inertia 26398.2806635
start iteration
done sorting
end inner loop
Iteration 26, inertia 26397.6300824
start iteration
done sorting
end inner loop
Iteration 27, inertia 26396.8439733
start iteration
done sorting
end inner loop
Iteration 28, inertia 26396.3428031
start iteration
done sorting
end inner loop
Iteration 29, inertia 26396.11815
start iteration
done sorting
end inner loop
Iteration 30, inertia 26395.9328935
start iteration
done sorting
end inner loop
Iteration 31, inertia 26395.7384414
start iteration
done sorting
end inner loop
Iteration 32, inertia 26395.5840583
start iteration
done sorting
end inner loop
Iteration 33, inertia 26395.3252106
start iteration
done sorting
end inner loop
Iteration 34, inertia 26395.2741485
start iteration
done sorting
end inner loop
Iteration 35, inertia 26395.1162718
start iteration
done sorting
end inner loop
Iteration 36, inertia 26395.0537473
start iteration
done sorting
end inner loop
Iteration 37, inertia 26394.9611095
start iteration
done sorting
end inner loop
Iteration 38, inertia 26394.7650393
start iteration
done sorting
end inner loop
Iteration 39, inertia 26394.5504705
start iteration
done sorting
end inner loop
Iteration 40, inertia 26394.2884277
start iteration
done sorting
end inner loop
Iteration 41, inertia 26394.220107
start iteration
done sorting
end inner loop
Iteration 42, inertia 26393.9401066
start iteration
done sorting
end inner loop
Iteration 43, inertia 26393.9158771
start iteration
done sorting
end inner loop
Iteration 44, inertia 26393.8068549
start iteration
done sorting
end inner loop
Iteration 45, inertia 26393.6976668
start iteration
done sorting
end inner loop
Iteration 46, inertia 26393.5109244
start iteration
done sorting
end inner loop
Iteration 47, inertia 26393.5109244
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27805.2151603
start iteration
done sorting
end inner loop
Iteration 1, inertia 27075.8425591
start iteration
done sorting
end inner loop
Iteration 2, inertia 26762.5889596
start iteration
done sorting
end inner loop
Iteration 3, inertia 26609.9671988
start iteration
done sorting
end inner loop
Iteration 4, inertia 26509.5072085
start iteration
done sorting
end inner loop
Iteration 5, inertia 26440.4462655
start iteration
done sorting
end inner loop
Iteration 6, inertia 26384.3630101
start iteration
done sorting
end inner loop
Iteration 7, inertia 26343.8536201
start iteration
done sorting
end inner loop
Iteration 8, inertia 26308.2230763
start iteration
done sorting
end inner loop
Iteration 9, inertia 26275.650465
start iteration
done sorting
end inner loop
Iteration 10, inertia 26248.3195545
start iteration
done sorting
end inner loop
Iteration 11, inertia 26224.3756472
start iteration
done sorting
end inner loop
Iteration 12, inertia 26204.9928495
start iteration
done sorting
end inner loop
Iteration 13, inertia 26192.0781342
start iteration
done sorting
end inner loop
Iteration 14, inertia 26182.9614082
start iteration
done sorting
end inner loop
Iteration 15, inertia 26175.6901655
start iteration
done sorting
end inner loop
Iteration 16, inertia 26171.2085224
start iteration
done sorting
end inner loop
Iteration 17, inertia 26166.445901
start iteration
done sorting
end inner loop
Iteration 18, inertia 26161.9741944
start iteration
done sorting
end inner loop
Iteration 19, inertia 26157.3748749
start iteration
done sorting
end inner loop
Iteration 20, inertia 26152.3309025
start iteration
done sorting
end inner loop
Iteration 21, inertia 26148.1072465
start iteration
done sorting
end inner loop
Iteration 22, inertia 26142.065941
start iteration
done sorting
end inner loop
Iteration 23, inertia 26136.5528438
start iteration
done sorting
end inner loop
Iteration 24, inertia 26130.9413229
start iteration
done sorting
end inner loop
Iteration 25, inertia 26124.8892753
start iteration
done sorting
end inner loop
Iteration 26, inertia 26121.1391935
start iteration
done sorting
end inner loop
Iteration 27, inertia 26117.9281753
start iteration
done sorting
end inner loop
Iteration 28, inertia 26115.4531897
start iteration
done sorting
end inner loop
Iteration 29, inertia 26113.1683704
start iteration
done sorting
end inner loop
Iteration 30, inertia 26111.24153
start iteration
done sorting
end inner loop
Iteration 31, inertia 26109.7760117
start iteration
done sorting
end inner loop
Iteration 32, inertia 26108.3276777
start iteration
done sorting
end inner loop
Iteration 33, inertia 26105.7241353
start iteration
done sorting
end inner loop
Iteration 34, inertia 26103.5931312
start iteration
done sorting
end inner loop
Iteration 35, inertia 26102.1581829
start iteration
done sorting
end inner loop
Iteration 36, inertia 26101.4612132
start iteration
done sorting
end inner loop
Iteration 37, inertia 26100.5990824
start iteration
done sorting
end inner loop
Iteration 38, inertia 26099.6553072
start iteration
done sorting
end inner loop
Iteration 39, inertia 26099.2896396
start iteration
done sorting
end inner loop
Iteration 40, inertia 26098.8331185
start iteration
done sorting
end inner loop
Iteration 41, inertia 26098.3085259
start iteration
done sorting
end inner loop
Iteration 42, inertia 26097.6360917
start iteration
done sorting
end inner loop
Iteration 43, inertia 26097.036868
start iteration
done sorting
end inner loop
Iteration 44, inertia 26096.0426844
start iteration
done sorting
end inner loop
Iteration 45, inertia 26094.3076852
start iteration
done sorting
end inner loop
Iteration 46, inertia 26090.6714792
start iteration
done sorting
end inner loop
Iteration 47, inertia 26088.1571996
start iteration
done sorting
end inner loop
Iteration 48, inertia 26086.2972602
start iteration
done sorting
end inner loop
Iteration 49, inertia 26084.3851919
start iteration
done sorting
end inner loop
Iteration 50, inertia 26082.6082019
start iteration
done sorting
end inner loop
Iteration 51, inertia 26080.7115513
start iteration
done sorting
end inner loop
Iteration 52, inertia 26078.746128
start iteration
done sorting
end inner loop
Iteration 53, inertia 26075.026804
start iteration
done sorting
end inner loop
Iteration 54, inertia 26067.140039
start iteration
done sorting
end inner loop
Iteration 55, inertia 26062.7022771
start iteration
done sorting
end inner loop
Iteration 56, inertia 26052.8645051
start iteration
done sorting
end inner loop
Iteration 57, inertia 26045.592922
start iteration
done sorting
end inner loop
Iteration 58, inertia 26036.1688062
start iteration
done sorting
end inner loop
Iteration 59, inertia 26032.0035433
start iteration
done sorting
end inner loop
Iteration 60, inertia 26027.2532999
start iteration
done sorting
end inner loop
Iteration 61, inertia 26021.8649532
start iteration
done sorting
end inner loop
Iteration 62, inertia 26017.7942399
start iteration
done sorting
end inner loop
Iteration 63, inertia 26014.8638426
start iteration
done sorting
end inner loop
Iteration 64, inertia 26009.5322251
start iteration
done sorting
end inner loop
Iteration 65, inertia 26004.9566896
start iteration
done sorting
end inner loop
Iteration 66, inertia 26000.5311132
start iteration
done sorting
end inner loop
Iteration 67, inertia 25997.3415074
start iteration
done sorting
end inner loop
Iteration 68, inertia 25995.3388792
start iteration
done sorting
end inner loop
Iteration 69, inertia 25994.4702438
start iteration
done sorting
end inner loop
Iteration 70, inertia 25993.8252483
start iteration
done sorting
end inner loop
Iteration 71, inertia 25993.2357331
start iteration
done sorting
end inner loop
Iteration 72, inertia 25992.5412645
start iteration
done sorting
end inner loop
Iteration 73, inertia 25991.8116093
start iteration
done sorting
end inner loop
Iteration 74, inertia 25990.2080524
start iteration
done sorting
end inner loop
Iteration 75, inertia 25987.6914206
start iteration
done sorting
end inner loop
Iteration 76, inertia 25985.7246311
start iteration
done sorting
end inner loop
Iteration 77, inertia 25984.0364922
start iteration
done sorting
end inner loop
Iteration 78, inertia 25982.7033035
start iteration
done sorting
end inner loop
Iteration 79, inertia 25981.3388383
start iteration
done sorting
end inner loop
Iteration 80, inertia 25979.8207842
start iteration
done sorting
end inner loop
Iteration 81, inertia 25978.315141
start iteration
done sorting
end inner loop
Iteration 82, inertia 25977.0197754
start iteration
done sorting
end inner loop
Iteration 83, inertia 25976.0839153
start iteration
done sorting
end inner loop
Iteration 84, inertia 25974.7396591
start iteration
done sorting
end inner loop
Iteration 85, inertia 25973.6972252
start iteration
done sorting
end inner loop
Iteration 86, inertia 25972.6637117
start iteration
done sorting
end inner loop
Iteration 87, inertia 25971.2849495
start iteration
done sorting
end inner loop
Iteration 88, inertia 25970.5345542
start iteration
done sorting
end inner loop
Iteration 89, inertia 25969.9381183
start iteration
done sorting
end inner loop
Iteration 90, inertia 25969.6065458
start iteration
done sorting
end inner loop
Iteration 91, inertia 25969.1791767
start iteration
done sorting
end inner loop
Iteration 92, inertia 25968.872443
start iteration
done sorting
end inner loop
Iteration 93, inertia 25968.7620424
start iteration
done sorting
end inner loop
Iteration 94, inertia 25968.7227163
start iteration
done sorting
end inner loop
Iteration 95, inertia 25968.6169671
start iteration
done sorting
end inner loop
Iteration 96, inertia 25968.5613391
start iteration
done sorting
end inner loop
Iteration 97, inertia 25968.5301777
start iteration
done sorting
end inner loop
Iteration 98, inertia 25968.5301777
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27897.3059099
start iteration
done sorting
end inner loop
Iteration 1, inertia 27021.1569944
start iteration
done sorting
end inner loop
Iteration 2, inertia 26660.8078666
start iteration
done sorting
end inner loop
Iteration 3, inertia 26476.0269173
start iteration
done sorting
end inner loop
Iteration 4, inertia 26319.577238
start iteration
done sorting
end inner loop
Iteration 5, inertia 26200.6089977
start iteration
done sorting
end inner loop
Iteration 6, inertia 26127.6686931
start iteration
done sorting
end inner loop
Iteration 7, inertia 26089.4825578
start iteration
done sorting
end inner loop
Iteration 8, inertia 26060.9598727
start iteration
done sorting
end inner loop
Iteration 9, inertia 26035.4211508
start iteration
done sorting
end inner loop
Iteration 10, inertia 26016.5762026
start iteration
done sorting
end inner loop
Iteration 11, inertia 26000.8889269
start iteration
done sorting
end inner loop
Iteration 12, inertia 25979.0640808
start iteration
done sorting
end inner loop
Iteration 13, inertia 25963.2345836
start iteration
done sorting
end inner loop
Iteration 14, inertia 25950.3798265
start iteration
done sorting
end inner loop
Iteration 15, inertia 25939.8275082
start iteration
done sorting
end inner loop
Iteration 16, inertia 25932.5453589
start iteration
done sorting
end inner loop
Iteration 17, inertia 25925.7676867
start iteration
done sorting
end inner loop
Iteration 18, inertia 25918.8459067
start iteration
done sorting
end inner loop
Iteration 19, inertia 25914.928984
start iteration
done sorting
end inner loop
Iteration 20, inertia 25910.4743873
start iteration
done sorting
end inner loop
Iteration 21, inertia 25906.1060486
start iteration
done sorting
end inner loop
Iteration 22, inertia 25901.1193968
start iteration
done sorting
end inner loop
Iteration 23, inertia 25895.5959109
start iteration
done sorting
end inner loop
Iteration 24, inertia 25890.5888127
start iteration
done sorting
end inner loop
Iteration 25, inertia 25884.5655267
start iteration
done sorting
end inner loop
Iteration 26, inertia 25879.554415
start iteration
done sorting
end inner loop
Iteration 27, inertia 25875.6162158
start iteration
done sorting
end inner loop
Iteration 28, inertia 25871.2478257
start iteration
donSilhouette Coefficient: 0.010
Number of clusters: 8

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27821.5443845
start iteration
done sorting
end inner loop
Iteration 1, inertia 27192.261955
start iteration
done sorting
end inner loop
Iteration 2, inertia 26944.6227795
start iteration
done sorting
end inner loop
Iteration 3, inertia 26797.0670829
start iteration
done sorting
end inner loop
Iteration 4, inertia 26700.8300212
start iteration
done sorting
end inner loop
Iteration 5, inertia 26630.6443602
start iteration
done sorting
end inner loop
Iteration 6, inertia 26574.4659783
start iteration
done sorting
end inner loop
Iteration 7, inertia 26532.4159584
start iteration
done sorting
end inner loop
Iteration 8, inertia 26505.0917907
start iteration
done sorting
end inner loop
Iteration 9, inertia 26471.5862498
start iteration
done sorting
end inner loop
Iteration 10, inertia 26430.4271013
start iteration
done sorting
end inner loop
Iteration 11, inertia 26383.1205739
start iteration
done sorting
end inner loop
Iteration 12, inertia 26345.058717
start iteration
done sorting
end inner loop
Iteration 13, inertia 26320.7621653
start iteration
done sorting
end inner loop
Iteration 14, inertia 26306.7304771
start iteration
done sorting
end inner loop
Iteration 15, inertia 26296.0014687
start iteration
done sorting
end inner loop
Iteration 16, inertia 26287.4568639
start iteration
done sorting
end inner loop
Iteration 17, inertia 26281.1583876
start iteration
done sorting
end inner loop
Iteration 18, inertia 26275.8993982
start iteration
done sorting
end inner loop
Iteration 19, inertia 26270.6964925
start iteration
done sorting
end inner loop
Iteration 20, inertia 26265.4292508
start iteration
done sorting
end inner loop
Iteration 21, inertia 26263.3297897
start iteration
done sorting
end inner loop
Iteration 22, inertia 26261.3015876
start iteration
done sorting
end inner loop
Iteration 23, inertia 26259.6041081
start iteration
done sorting
end inner loop
Iteration 24, inertia 26258.2489699
start iteration
done sorting
end inner loop
Iteration 25, inertia 26255.9336653
start iteration
done sorting
end inner loop
Iteration 26, inertia 26253.11103
start iteration
done sorting
end inner loop
Iteration 27, inertia 26251.192792
start iteration
done sorting
end inner loop
Iteration 28, inertia 26249.8223166
start iteration
done sorting
end inner loop
Iteration 29, inertia 26248.4746
start iteration
done sorting
end inner loop
Iteration 30, inertia 26247.8278264
start iteration
done sorting
end inner loop
Iteration 31, inertia 26247.3917253
start iteration
done sorting
end inner loop
Iteration 32, inertia 26246.9311085
start iteration
done sorting
end inner loop
Iteration 33, inertia 26246.6343466
start iteration
done sorting
end inner loop
Iteration 34, inertia 26246.1401918
start iteration
done sorting
end inner loop
Iteration 35, inertia 26245.5727164
start iteration
done sorting
end inner loop
Iteration 36, inertia 26245.2957776
start iteration
done sorting
end inner loop
Iteration 37, inertia 26245.0102124
start iteration
done sorting
end inner loop
Iteration 38, inertia 26244.6001561
start iteration
done sorting
end inner loop
Iteration 39, inertia 26244.3364424
start iteration
done sorting
end inner loop
Iteration 40, inertia 26244.0449257
start iteration
done sorting
end inner loop
Iteration 41, inertia 26243.8120474
start iteration
done sorting
end inner loop
Iteration 42, inertia 26243.6419125
start iteration
done sorting
end inner loop
Iteration 43, inertia 26243.6419125
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.003
Number of clusters: 14

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27945.3979475
start iteration
done sorting
end inner loop
Iteration 1, inertia 27196.8677312
start iteration
done sorting
end inner loop
Iteration 2, inertia 26832.9775112
start iteration
done sorting
end inner loop
Iteration 3, inertia 26625.3094395
start iteration
done sorting
end inner loop
Iteration 4, inertia 26468.4051795
start iteration
done sorting
end inner loop
Iteration 5, inertia 26367.2535631
start iteration
done sorting
end inner loop
Iteration 6, inertia 26285.3686605
start iteration
done sorting
end inner loop
Iteration 7, inertia 26228.8232066
start iteration
done sorting
end inner loop
Iteration 8, inertia 26176.7986421
start iteration
done sorting
end inner loop
Iteration 9, inertia 26131.6218631
start iteration
done sorting
end inner loop
Iteration 10, inertia 26097.6279219
start iteration
done sorting
end inner loop
Iteration 11, inertia 26071.4551217
start iteration
done sorting
end inner loop
Iteration 12, inertia 26056.9255343
start iteration
done sorting
end inner loop
Iteration 13, inertia 26045.9800467
start iteration
done sorting
end inner loop
Iteration 14, inertia 26037.4134975
start iteration
done sorting
end inner loop
Iteration 15, inertia 26028.3551548
start iteration
done sorting
end inner loop
Iteration 16, inertia 26018.5935603
start iteration
done sorting
end inner loop
Iteration 17, inertia 26009.8204359
start iteration
done sorting
end inner loop
Iteration 18, inertia 26000.5677278
start iteration
done sorting
end inner loop
Iteration 19, inertia 25992.3376606
start iteration
done sorting
end inner loop
Iteration 20, inertia 25988.7686813
start iteration
done sorting
end inner loop
Iteration 21, inertia 25986.3118436
start iteration
done sorting
end inner loop
Iteration 22, inertia 25984.316456
start iteration
done sorting
end inner loop
Iteration 23, inertia 25982.6032027
start iteration
done sorting
end inner loop
Iteration 24, inertia 25981.8956304
start iteration
done sorting
end inner loop
Iteration 25, inertia 25981.5591296
start iteration
done sorting
end inner loop
Iteration 26, inertia 25981.4251656
start iteration
done sorting
end inner loop
Iteration 27, inertia 25981.3848122
start iteration
done sorting
end inner loop
Iteration 28, inertia 25981.195379
start iteration
done sorting
end inner loop
Iteration 29, inertia 25981.0820188
start iteration
done sorting
end inner loop
Iteration 30, inertia 25980.953051
start iteration
done sorting
end inner loop
Iteration 31, inertia 25980.8605381
start iteration
done sorting
end inner loop
Iteration 32, inertia 25980.8605381
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27965.9461593
start iteration
done sorting
end inner loop
Iteration 1, inertia 27152.9142774
start iteration
done sorting
end inner loop
Iteration 2, inertia 26740.730438
start iteration
done sorting
end inner loop
Iteration 3, inertia 26540.1109932
start iteration
done sorting
end inner loop
Iteration 4, inertia 26438.3566033
start iteration
done sorting
end inner loop
Iteration 5, inertia 26370.4077649
start iteration
done sorting
end inner loop
Iteration 6, inertia 26315.6360821
start iteration
done sorting
end inner loop
Iteration 7, inertia 26266.7182444
start iteration
done sorting
end inner loop
Iteration 8, inertia 26229.1163205
start iteration
done sorting
end inner loop
Iteration 9, inertia 26198.6923085
start iteration
done sorting
end inner loop
Iteration 10, inertia 26176.7574888
start iteration
done sorting
end inner loop
Iteration 11, inertia 26159.8412849
start iteration
done sorting
end inner loop
Iteration 12, inertia 26145.4491221
start iteration
done sorting
end inner loop
Iteration 13, inertia 26133.6857668
start iteration
done sorting
end inner loop
Iteration 14, inertia 26123.7081443
start iteration
done sorting
end inner loop
Iteration 15, inertia 26114.8884219
start iteration
done sorting
end inner loop
Iteration 16, inertia 26109.9935105
start iteration
done sorting
end inner loop
Iteration 17, inertia 26106.2447007
start iteration
done sorting
end inner loop
Iteration 18, inertia 26103.0397966
start iteration
done sorting
end inner loop
Iteration 19, inertia 26100.6577994
start iteration
done sorting
end inner loop
Iteration 20, inertia 26098.2499027
start iteration
done sorting
end inner loop
Iteration 21, inertia 26096.0915699
start iteration
done sInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28402.763964
start iteration
done sorting
end inner loop
Iteration 1, inertia 27566.4991152
start iteration
done sorting
end inner loop
Iteration 2, inertia 27058.9423138
start iteration
done sorting
end inner loop
Iteration 3, inertia 26840.1606939
start iteration
done sorting
end inner loop
Iteration 4, inertia 26724.5802699
start iteration
done sorting
end inner loop
Iteration 5, inertia 26624.1322058
start iteration
done sorting
end inner loop
Iteration 6, inertia 26531.4582127
start iteration
done sorting
end inner loop
Iteration 7, inertia 26463.4965044
start iteration
done sorting
end inner loop
Iteration 8, inertia 26415.5312827
start iteration
done sorting
end inner loop
Iteration 9, inertia 26384.0839634
start iteration
done sorting
end inner loop
Iteration 10, inertia 26362.4531867
start iteration
done sorting
end inner loop
Iteration 11, inertia 26346.7321081
start iteration
done sorting
end inner loop
Iteration 12, inertia 26333.8035979
start iteration
done sorting
end inner loop
Iteration 13, inertia 26325.7304514
start iteration
done sorting
end inner loop
Iteration 14, inertia 26317.9137138
start iteration
done sorting
end inner loop
Iteration 15, inertia 26311.4710466
start iteration
done sorting
end inner loop
Iteration 16, inertia 26306.969114
start iteration
done sorting
end inner loop
Iteration 17, inertia 26301.8034929
start iteration
done sorting
end inner loop
Iteration 18, inertia 26294.5969664
start iteration
done sorting
end inner loop
Iteration 19, inertia 26288.8453421
start iteration
done sorting
end inner loop
Iteration 20, inertia 26284.4780651
start iteration
done sorting
end inner loop
Iteration 21, inertia 26280.9080379
start iteration
done sorting
end inner loop
Iteration 22, inertia 26276.6621156
start iteration
done sorting
end inner loop
Iteration 23, inertia 26273.5378576
start iteration
done sorting
end inner loop
Iteration 24, inertia 26270.2535442
start iteration
done sorting
end inner loop
Iteration 25, inertia 26266.6440883
start iteration
done sorting
end inner loop
Iteration 26, inertia 26263.6244023
start iteration
done sorting
end inner loop
Iteration 27, inertia 26259.9477111
start iteration
done sorting
end inner loop
Iteration 28, inertia 26257.5560557
start iteration
done sorting
end inner loop
Iteration 29, inertia 26255.8902013
start iteration
done sorting
end inner loop
Iteration 30, inertia 26253.9908588
start iteration
done sorting
end inner loop
Iteration 31, inertia 26252.6829064
start iteration
done sorting
end inner loop
Iteration 32, inertia 26251.4669588
start iteration
done sorting
end inner loop
Iteration 33, inertia 26250.3476132
start iteration
done sorting
end inner loop
Iteration 34, inertia 26249.7443065
start iteration
done sorting
end inner loop
Iteration 35, inertia 26248.896713
start iteration
done sorting
end inner loop
Iteration 36, inertia 26248.2507071
start iteration
done sorting
end inner loop
Iteration 37, inertia 26247.5068234
start iteration
done sorting
end inner loop
Iteration 38, inertia 26246.4982825
start iteration
done sorting
end inner loop
Iteration 39, inertia 26245.2574018
start iteration
done sorting
end inner loop
Iteration 40, inertia 26243.9279769
start iteration
done sorting
end inner loop
Iteration 41, inertia 26243.1053647
start iteration
done sorting
end inner loop
Iteration 42, inertia 26242.5645011
start iteration
done sorting
end inner loop
Iteration 43, inertia 26242.0985973
start iteration
done sorting
end inner loop
Iteration 44, inertia 26241.5645936
start iteration
done sorting
end inner loop
Iteration 45, inertia 26241.5006944
start iteration
done sorting
end inner loop
Iteration 46, inertia 26241.5006944
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27928.6741228
start iteration
done sorting
end inner loop
Iteration 1, inertia 27107.3743652
start iteration
done sorting
end inner loop
Iteration 2, inertia 26707.199757
start iteration
done sorting
end inner loop
Iteration 3, inertia 26493.0332775
start iteration
done sorting
end inner loop
Iteration 4, inertia 26336.4590246
start iteration
done sorting
end inner loop
Iteration 5, inertia 26236.9636107
start iteration
done sorting
end inner loop
Iteration 6, inertia 26166.3172158
start iteration
done sorting
end inner loop
Iteration 7, inertia 26124.0199443
start iteration
done sorting
end inner loop
Iteration 8, inertia 26091.6025944
start iteration
done sorting
end inner loop
Iteration 9, inertia 26064.993985
start iteration
done sorting
end inner loop
Iteration 10, inertia 26041.8772368
start iteration
done sorting
end inner loop
Iteration 11, inertia 26018.9085921
start iteration
done sorting
end inner loop
Iteration 12, inertia 26000.3330561
start iteration
done sorting
end inner loop
Iteration 13, inertia 25985.8488077
start iteration
done sorting
end inner loop
Iteration 14, inertia 25973.2066533
start iteration
done sorting
end inner loop
Iteration 15, inertia 25960.7085474
start iteration
done sorting
end inner loop
Iteration 16, inertia 25950.230371
start iteration
done sorting
end inner loop
Iteration 17, inertia 25942.0915466
start iteration
done sorting
end inner loop
Iteration 18, inertia 25937.4739521
start iteration
done sorting
end inner loop
Iteration 19, inertia 25931.8585448
start iteration
done sorting
end inner loop
Iteration 20, inertia 25926.9570389
start iteration
done sorting
end inner loop
Iteration 21, inertia 25922.3325626
start iteration
done sorting
end inner loop
Iteration 22, inertia 25919.5951616
start iteration
done sorting
end inner loop
Iteration 23, inertia 25915.8946623
start iteration
done sorting
end inner loop
Iteration 24, inertia 25911.6324135
start iteration
done sorting
end inner loop
Iteration 25, inertia 25908.9924443
start iteration
done sorting
end inner loop
Iteration 26, inertia 25906.7642842
start iteration
done sorting
end inner loop
Iteration 27, inertia 25904.5139133
start iteration
done sorting
end inner loop
Iteration 28, inertia 25902.5601663
start iteration
done sorting
end inner loop
Iteration 29, inertia 25900.6623076
start iteration
done sorting
end inner loop
Iteration 30, inertia 25898.0508616
start iteration
done sorting
end inner loop
Iteration 31, inertia 25896.1231187
start iteration
done sorting
end inner loop
Iteration 32, inertia 25894.642089
start iteration
done sorting
end inner loop
Iteration 33, inertia 25893.5333547
start iteration
done sorting
end inner loop
Iteration 34, inertia 25892.3452626
start iteration
done sorting
end inner loop
Iteration 35, inertia 25891.2875996
start iteration
done sorting
end inner loop
Iteration 36, inertia 25890.0772811
start iteration
done sorting
end inner loop
Iteration 37, inertia 25888.5750096
start iteration
done sorting
end inner loop
Iteration 38, inertia 25886.9043495
start iteration
done sorting
end inner loop
Iteration 39, inertia 25885.6544721
start iteration
done sorting
end inner loop
Iteration 40, inertia 25884.5596352
start iteration
done sorting
end inner loop
Iteration 41, inertia 25883.9416171
start iteration
done sorting
end inner loop
Iteration 42, inertia 25883.294354
start iteration
done sorting
end inner loop
Iteration 43, inertia 25882.1460114
start iteration
done sorting
end inner loop
Iteration 44, inertia 25881.3151326
start iteration
done sorting
end inner loop
Iteration 45, inertia 25880.5825425
start iteration
done sorting
end inner loop
Iteration 46, inertia 25879.8287131
start iteration
done sorting
end inner loop
Iteration 47, inertia 25879.0192099
start iteration
done sorting
end inner loop
Iteration 48, inertia 25878.1625163
start iteration
done sorting
end inner loop
Iteration 49, inertia 25877.3328573
start iteration
done sorting
end inner loop
Iteration 50, inertia 25876.693734
start iteration
done sorting
end inner loop
Iteration 51, inertia 25876.2866363
start iteration
done sorting
end inner loop
Iteration 52, inertia 25876.1573808
start iteration
done sorting
end inner loop
Iteration 53, inertia 25876.1197453
start iteration
done sorting
end inner loop
Iteration 54, inertia 25876.1197453
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28026.7718842
start iteration
done sorting
end inner loop
Iteration 1, inertia 27075.0874718
start iteration
done sorting
end inner loop
Iteration 2, inertia 26627.2505792
start iteration
done sorting
end inner loop
Iteration 3, inertia 26423.8427587
start iteration
done sorting
end inner loop
Iteration 4, inertia 26301.9354483
start iteration
done sorting
end inner loop
Iteration 5, inertia 26218.9660366
start iteration
done sorting
end inner loop
Iteration 6, inertia 26159.4273312
start iteration
done sorting
end inner loop
Iteration 7, inertia 26115.1594467
start iteration
done sorting
end inner loop
Iteration 8, inertia 26078.9674885
start iteration
done sorting
end inner loop
Iteration 9, inertia 26047.2227546
start iteration
done sorting
end inner loop
Iteration 10, inertia 26026.665385
start iteration
done sorting
end inner loop
Iteration 11, inertia 26008.9594733
start iteration
done sorting
end inner loop
Iteration 12, inertia 25991.3303371
start iteration
done sorting
end inner loop
Iteration 13, inertia 25976.9199554
start iteration
done sorting
end inner loop
Iteration 14, inertia 25961.8763738
start iteration
done sorting
end inner loop
Iteration 15, inertia 25952.4920093
start iteration
done sorting
end inner loop
Iteration 16, inertia 25943.6741154
start iteration
done sorting
end inner loop
Iteration 17, inertia 25937.6783985
start iteration
done sorting
end inner loop
Iteration 18, inertia 25932.6699855
start iteration
done sorting
end inner loop
Iteration 19, inertia 25928.3133405
start iteration
done sorting
end inner loop
Iteration 20, inertia 25923.5187951
start iteration
done sorting
end inner loop
Iteration 21, inertia 25919.0393428
start iteration
done sorting
end inner loop
Iteration 22, inertia 25916.4145423
start iteration
done sorting
end inner loop
Iteration 23, inertia 25914.2353515
start iteration
done sorting
end inner loop
Iteration 24, inertia 25912.3389422
start iteration
done sorting
end inner loop
Iteration 25, inertia 25911.5083301
start iteration
done sorting
end inner loop
Iteration 26, inertia 25910.6583209
start iteration
done sorting
end inner loop
Iteration 27, inertia 25909.9956743
start iteration
done sorting
end inner loop
Iteration 28, inertia 25909.3939444
start iteration
done sorting
end inner loop
Iteration 29, inertia 25908.9387071
start iteration
done sorting
end inner loop
Iteration 30, inertia 25908.4545648
start iteration
done sorting
end inner loop
Iteration 31, inertia 25907.7465249
start iteration
done sorting
end inner loop
Iteration 32, inertia 25907.4576847
start iteration
done sorting
end inner loop
Iteration 33, inertia 25907.1341362
start iteration
done sorting
end inner loop
Iteration 34, inertia 25906.7774721
start iteration
done sorting
end inner loop
Iteration 35, inertia 25906.6613193
start iteration
done sorting
end inner loop
Iteration 36, inertia 25906.6362177
start iteration
done sorting
end inner loop
Iteration 37, inertia 25906.6362177
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27832.4373173
start iteration
done sorting
end inner loop
Iteration 1, inertia 26971.3569436
start iteration
done sorting
end inner loop
Iteration 2, inertia 26576.7623177
start iteration
done sorting
end inner loop
Iteration 3, inertia 26364.8851468
start iteration
done sorting
end inner loop
Iteration 4, inertia 26227.4751141
start iteration
done sorting
end inner loop
Iteration 5, inertia 26108.5106817
start iteration
done sorting
end inner loop
Iteration 6, inertia 26016.1714591
start iteration
done sorting
end inner loop
Iteration 7, inertia 25960.3747122
start iteration
done sorting
end inner loop
Iteration 8, inertia 25921.1828245
start iteration
done sorting
end inner loop
Iteration 9, inertia 25897.7240464
start iteration
done sorting
end inner loop
Iteration 10, inertia 25878.85Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28684.3268874
start iteration
done sorting
end inner loop
Iteration 1, inertia 27775.9706876
start iteration
done sorting
end inner loop
Iteration 2, inertia 27239.102537
start iteration
done sorting
end inner loop
Iteration 3, inertia 26991.6841937
start iteration
done sorting
end inner loop
Iteration 4, inertia 26823.2659216
start iteration
done sorting
end inner loop
Iteration 5, inertia 26693.3707862
start iteration
done sorting
end inner loop
Iteration 6, inertia 26596.1157157
start iteration
done sorting
end inner loop
Iteration 7, inertia 26529.9363277
start iteration
done sorting
end inner loop
Iteration 8, inertia 26475.5664061
start iteration
done sorting
end inner loop
Iteration 9, inertia 26437.6892857
start iteration
done sorting
end inner loop
Iteration 10, inertia 26407.5859523
start iteration
done sorting
end inner loop
Iteration 11, inertia 26380.3793347
start iteration
done sorting
end inner loop
Iteration 12, inertia 26356.3113085
start iteration
done sorting
end inner loop
Iteration 13, inertia 26334.4281643
start iteration
done sorting
end inner loop
Iteration 14, inertia 26322.1258016
start iteration
done sorting
end inner loop
Iteration 15, inertia 26311.0558697
start iteration
done sorting
end inner loop
Iteration 16, inertia 26296.6979968
start iteration
done sorting
end inner loop
Iteration 17, inertia 26284.7370749
start iteration
done sorting
end inner loop
Iteration 18, inertia 26278.6319402
start iteration
done sorting
end inner loop
Iteration 19, inertia 26274.7308481
start iteration
done sorting
end inner loop
Iteration 20, inertia 26272.9351515
start iteration
done sorting
end inner loop
Iteration 21, inertia 26272.2744102
start iteration
done sorting
end inner loop
Iteration 22, inertia 26271.2519034
start iteration
done sorting
end inner loop
Iteration 23, inertia 26269.899907
start iteration
done sorting
end inner loop
Iteration 24, inertia 26268.8790319
start iteration
done sorting
end inner loop
Iteration 25, inertia 26267.9702625
start iteration
done sorting
end inner loop
Iteration 26, inertia 26267.6913017
start iteration
done sorting
end inner loop
Iteration 27, inertia 26267.3608711
start iteration
done sorting
end inner loop
Iteration 28, inertia 26266.2446841
start iteration
done sorting
end inner loop
Iteration 29, inertia 26265.3875454
start iteration
done sorting
end inner loop
Iteration 30, inertia 26265.0827454
start iteration
done sorting
end inner loop
Iteration 31, inertia 26264.9470582
start iteration
done sorting
end inner loop
Iteration 32, inertia 26264.7274194
start iteration
done sorting
end inner loop
Iteration 33, inertia 26264.5293294
start iteration
done sorting
end inner loop
Iteration 34, inertia 26264.4132747
start iteration
done sorting
end inner loop
Iteration 35, inertia 26264.385416
start iteration
done sorting
end inner loop
Iteration 36, inertia 26264.2460555
start iteration
done sorting
end inner loop
Iteration 37, inertia 26264.1994191
start iteration
done sorting
end inner loop
Iteration 38, inertia 26264.0005868
start iteration
done sorting
end inner loop
Iteration 39, inertia 26264.0005868
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.036
Number of clusters: 15

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27681.0571531
start iteration
done sorting
end inner loop
Iteration 1, inertia 26910.8742444
start iteration
done sorting
end inner loop
Iteration 2, inertia 26632.1252957
start iteration
done sorting
end inner loop
Iteration 3, inertia 26511.8082227
start iteration
done sorting
end inner loop
Iteration 4, inertia 26421.4093116
start iteration
done sorting
end inner loop
Iteration 5, inertia 26345.1913633
start iteration
done sorting
end inner loop
Iteration 6, inertia 26287.817726
start iteration
done sorting
end inner loop
Iteration 7, inertia 26243.0945071
start iteration
done sorting
end inner loop
Iteration 8, inertia 26215.6246642
start iteration
done sorting
end inner loop
Iteration 9, inertia 26198.4682483
start iteration
done sorting
end inner loop
Iteration 10, inertia 26184.4687053
start iteration
done sorting
end inner loop
Iteration 11, inertia 26172.272334
start iteration
done sorting
end inner loop
Iteration 12, inertia 26160.866989
start iteration
done sorting
end inner loop
Iteration 13, inertia 26148.3578145
start iteration
done sorting
end inner loop
Iteration 14, inertia 26136.1878439
start iteration
done sorting
end inner loop
Iteration 15, inertia 26125.9234113
start iteration
done sorting
end inner loop
Iteration 16, inertia 26118.5605206
start iteration
done sorting
end inner loop
Iteration 17, inertia 26110.5437006
start iteration
done sorting
end inner loop
Iteration 18, inertia 26103.268122
start iteration
done sorting
end inner loop
Iteration 19, inertia 26099.3207792
start iteration
done sorting
end inner loop
Iteration 20, inertia 26096.2331777
start iteration
done sorting
end inner loop
Iteration 21, inertia 26093.1167119
start iteration
done sorting
end inner loop
Iteration 22, inertia 26090.9560895
start iteration
done sorting
end inner loop
Iteration 23, inertia 26087.2730323
start iteration
done sorting
end inner loop
Iteration 24, inertia 26083.8875811
start iteration
done sorting
end inner loop
Iteration 25, inertia 26081.0386197
start iteration
done sorting
end inner loop
Iteration 26, inertia 26078.9059975
start iteration
done sorting
end inner loop
Iteration 27, inertia 26077.9198576
start iteration
done sorting
end inner loop
Iteration 28, inertia 26076.9981087
start iteration
done sorting
end inner loop
Iteration 29, inertia 26076.3462705
start iteration
done sorting
end inner loop
Iteration 30, inertia 26075.8838878
start iteration
done sorting
end inner loop
Iteration 31, inertia 26075.3798393
start iteration
done sorting
end inner loop
Iteration 32, inertia 26074.9363877
start iteration
done sorting
end inner loop
Iteration 33, inertia 26074.7466892
start iteration
done sorting
end inner loop
Iteration 34, inertia 26074.6979356
start iteration
done sorting
end inner loop
Iteration 35, inertia 26074.5690116
start iteration
done sorting
end inner loop
Iteration 36, inertia 26074.5690116
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28104.1226629
start iteration
done sorting
end inner loop
Iteration 1, inertia 27051.5624458
start iteration
done sorting
end inner loop
Iteration 2, inertia 26587.3679611
start iteration
done sorting
end inner loop
Iteration 3, inertia 26355.1266753
start iteration
done sorting
end inner loop
Iteration 4, inertia 26187.2353626
start iteration
done sorting
end inner loop
Iteration 5, inertia 26057.4631119
start iteration
done sorting
end inner loop
Iteration 6, inertia 25952.6583873
start iteration
done sorting
end inner loop
Iteration 7, inertia 25889.5060102
start iteration
done sorting
end inner loop
Iteration 8, inertia 25843.6496801
start iteration
done sorting
end inner loop
Iteration 9, inertia 25795.5300269
start iteration
done sorting
end inner loop
Iteration 10, inertia 25755.1918579
start iteration
done sorting
end inner loop
Iteration 11, inertia 25726.1416602
start iteration
done sorting
end inner loop
Iteration 12, inertia 25704.5077928
start iteration
done sorting
end inner loop
Iteration 13, inertia 25687.0175722
start iteration
done sorting
end inner loop
Iteration 14, inertia 25673.4850902
start iteration
done sorting
end inner loop
Iteration 15, inertia 25661.9246864
start iteration
done sorting
end inner loop
Iteration 16, inertia 25655.5435006
start iteration
done sorting
end inner loop
Iteration 17, inertia 25650.0764594
start iteration
done sorting
end inner loop
Iteration 18, inertia 25645.2812242
start iteration
done sorting
end inner loop
Iteration 19, inertia 25639.7422937
start iteration
done sorting
end inner loop
Iteration 20, inertia 25634.9539697
start iteration
done sorting
end inner loop
Iteration 21, inertia 25630.9123001
start iteration
done sorting
end inner loop
Iteration 22, inertia 25626.3800767
start iteration
done sorting
end inner loop
Iteration 23, inertia 25622.3314335
start iteration
done sorting
end inner loop
Iteration 24, inertia 25618.2957653
start iteration
done sorting
end inner loop
Iteration 25, inertia 25614.4289022
start iteration
done sorting
end inner loop
Iteration 26, inertia 25612.5535903
start iteration
done sorting
end inner loop
Iteration 27, inertia 25611.5945955
start iteration
done sorting
end inner loop
Iteration 28, inertia 25610.0017649
start iteration
done sorting
end inner loop
Iteration 29, inertia 25609.374141
start iteration
done sorting
end inner loop
Iteration 30, inertia 25608.4472107
start iteration
done sorting
end inner loop
Iteration 31, inertia 25607.6032934
start iteration
done sorting
end inner loop
Iteration 32, inertia 25606.6198419
start iteration
done sorting
end inner loop
Iteration 33, inertia 25605.2638476
start iteration
done sorting
end inner loop
Iteration 34, inertia 25604.189537
start iteration
done sorting
end inner loop
Iteration 35, inertia 25603.0836628
start iteration
done sorting
end inner loop
Iteration 36, inertia 25601.2478589
start iteration
done sorting
end inner loop
Iteration 37, inertia 25599.8995755
start iteration
done sorting
end inner loop
Iteration 38, inertia 25599.4273642
start iteration
done sorting
end inner loop
Iteration 39, inertia 25599.2011206
start iteration
done sorting
end inner loop
Iteration 40, inertia 25599.1502775
start iteration
done sorting
end inner loop
Iteration 41, inertia 25598.9013744
start iteration
done sorting
end inner loop
Iteration 42, inertia 25598.7664643
start iteration
done sorting
end inner loop
Iteration 43, inertia 25598.5876143
start iteration
done sorting
end inner loop
Iteration 44, inertia 25598.5409864
start iteration
done sorting
end inner loop
Iteration 45, inertia 25598.4386205
start iteration
done sorting
end inner loop
Iteration 46, inertia 25598.2434749
start iteration
done sorting
end inner loop
Iteration 47, inertia 25597.9779648
start iteration
done sorting
end inner loop
Iteration 48, inertia 25597.6522639
start iteration
done sorting
end inner loop
Iteration 49, inertia 25597.1889249
start iteration
done sorting
end inner loop
Iteration 50, inertia 25597.0849258
start iteration
done sorting
end inner loop
Iteration 51, inertia 25597.0849258
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27842.33385
start iteration
done sorting
end inner loop
Iteration 1, inertia 26911.0465274
start iteration
done sorting
end inner loop
Iteration 2, inertia 26476.1998633
start iteration
done sorting
end inner loop
Iteration 3, inertia 26235.2900982
start iteration
done sorting
end inner loop
Iteration 4, inertia 26115.1966661
start iteration
done sorting
end inner loop
Iteration 5, inertia 26035.0304684
start iteration
done sorting
end inner loop
Iteration 6, inertia 25980.4293751
start iteration
done sorting
end inner loop
Iteration 7, inertia 25939.4908822
start iteration
done sorting
end inner loop
Iteration 8, inertia 25921.9309236
start iteration
done sorting
end inner loop
Iteration 9, inertia 25909.8058181
start iteration
done sorting
end inner loop
Iteration 10, inertia 25899.2070738
start iteration
done sorting
end inner loop
Iteration 11, inertia 25887.5281026
start iteration
done sorting
end inner loop
Iteration 12, inertia 25876.3107766
start iteration
done sorting
end inner loop
Iteration 13, inertia 25865.7687127
start iteration
done sorting
end inner loop
Iteration 14, inertia 25854.4439021
start iteration
done sorting
end inner loop
Iteration 15, inertia 25846.3740224
start iteration
done sorting
end inner loop
Iteration 16, inertia 25840.1017633
start iteration
done sorting
end inner loop
Iteration 17, inertia 25833.93264
start iteration
done sorting
end inner loop
Iteration 18, inertia 25827.9720655
start iteration
done sorting
end inner loop
Iteration 19, inertia 25819.4253943
start iteration
done sorting
end inner loop
Iteration 20, inertia 25808.3870493
start iteration
done sorting
end inner loop
Iteration 21, inertia 25801.4079611
start iteration
done sorting
end inner loop
Iteration 22, inertia 25795.2996086
start iteration
done sorting
end inner loop
Iteration 23, inertia 25789.8963695
start iteration
done sorting
end inner loop
Iteration 24, inertia 25784.9953175
start iteration
done sorting
end inner loop
Iteration 25, inertia 25781.5960728
start iteration
done sorting
end inner loop
Iteration 26, inertia 25778.4517035
start iteration
done sorting
end inner loop
Iteration 27, inertia 25774.2230653
start iteration
done sorting
end inner loop
Iteration 28, inertia 25768.5732984
start iteration
done sorting
end inner loop
Iteration 29, inertia 25762.937161
start iteration
done sorting
end inner loop
Iteration 30, inertia 25758.4969977
start iteration
done sorting
end inner loop
Iteration 31, inertia 25755.880678
start iteration
done sorting
end inner loop
Iteration 32, inertia 25753.7571967
start iteration
done sorting
end inner loop
Iteration 33, inertia 25750.0627348
start iteration
done sorting
end inner loop
Iteration 34, inertia 25746.3271758
start iteration
done sorting
end inner loop
Iteration 35, inertia 25743.3277234
start iteration
done sorting
end inner loop
Iteration 36, inertia 25741.2986717
start iteration
done sorting
end inner loop
Iteration 37, inertia 25739.5810433
start iteration
done sorting
end inner loop
Iteration 38, inertia 25738.266119
start iteration
done sorting
end inner loop
Iteration 39, inertia 25736.1885679
start iteration
done sorting
end inner loop
Iteration 40, inertia 25733.7239194
start iteration
done sorting
end inner loop
Iteration 41, inertia 25731.6636195
start iteration
done sorting
end inner loop
Iteration 42, inertia 25729.3962507
start iteration
done sorting
end inner loop
Iteration 43, inertia 25727.2625718
start iteration
done sorting
end inner loop
Iteration 44, inertia 25726.677814
start iteration
done sorting
end inner loop
Iteration 45, inertia 25726.1803938
start iteration
done sorting
end inner loop
Iteration 46, inertia 25725.3316191
start iteration
done sorting
end inner loop
Iteration 47, inertia 25724.1728969
start iteration
done sorting
end inner loop
Iteration 48, inertia 25723.3205216
start iteration
done sorting
end inner loop
Iteration 49, inertia 25722.4029915
start iteration
done sorting
end inner loop
Iteration 50, inertia 25722.0281236
start iteration
done sorting
end inner loop
Iteration 51, inertia 25721.5808445
start iteration
done sorting
end inner loop
Iteration 52, inertia 25721.3815201
start iteration
done sorting
end inner loop
Iteration 53, inertia 25721.1699585
start iteration
done sorting
end inner loop
Iteration 54, inertia 25720.7794709
start iteration
done sorting
end inner loop
Iteration 55, inertia 25720.5193859
start iteration
done sorting
end inner loop
Iteration 56, inertia 25720.4133227
start iteration
done sorting
end inner loop
Iteration 57, inertia 25720.3972328
start iteration
done sorting
end inner loop
Iteration 58, inertia 25720.3972328
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.034
Number of clusters: 16

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27865.8737062
start iteration
done sorting
end inner loop
Iteration 1, inertia 27011.1097114
start iteration
done sorting
end inner loop
Iteration 2, inertia 26538.7681914
start iteration
done sorting
end inner loop
Iteration 3, inertia 26298.6492545
start iteration
done sorting
end inner loop
Iteration 4, inertia 26108.9841294
start iteration
done sorting
end inner loop
Iteration 5, inertia 25968.2758821
start iteration
done sorting
end inner loop
Iteration 6, inertia 25885.6917982
start iteration
done sorting
end inner loop
Iteration 7, inertia 25846.8997968
start iteration
done sorting
end inner loop
Iteration 8, inertia 25814.7726818
start iteration
done sorting
end inner loop
Iteration 9, inertia 25792.6859954
start iteration
done sorting
end inner loop
Iteration 10, inertia 25778.5990865
start iteration
done sorting
end inner loop
Iteration 11, inertia 25766.4524403
start iteration
done sorting
end inner loop
Iteration 12, inertia 25758.5416515
start iteration
done sorting
end inner loop
Iteration 13, inertia 25754.6019256
start iteration
done sorting
end inner loop
Iteration 14, inertia 25751.7317175
start iteration
done sorting
end inner loop
Iteration 15, inertia 25749.1039167
start iteration
done sorting
end inner loop
Iteration 16, inertia 25745.8948562
start iteration
done sorting
end inner loop
Iteration 17, inertia 25743.6861259
start iteration
done sorting
end inner loop
Iteration 18, inertia 25742.2178463
start iteration
done sorting
end inner loop
Iteration 19, inertia 25740.7746134
start iteration
done sorting
end inner loop
Iteration 20, inertia 25739.9072129
start iteration
done sorting
end inner loop
Iteration 21, inertia 25738.8622451
start iteration
done sorting
end inner loop
Iteration 22, inertia 25738.2948643
start iteration
done sorting
end inner loop
Iteration 23, inertia 25738.0461425
start iteration
done sorting
end inner loop
Iteration 24, inertia 25737.8871209
start iteration
done sorting
end inner loop
Iteration 25, inertia 25737.7378246
start iteration
done sorting
end inner loop
Iteration 26, inertia 25737.6491569
start iteration
done sorting
end inner loop
Iteration 27, inertia 25737.4643415
start iteration
done sorting
end inner loop
Iteration 28, inertia 25737.1329926
start iteration
done sorting
end inner loop
Iteration 29, inertia 25736.7810923
start iteration
done sorting
end inner loop
Iteration 30, inertia 25736.1754321
start iteration
done sorting
end inner loop
Iteration 31, inertia 25735.4766105
start iteration
done sorting
end inner loop
Iteration 32, inertia 25734.864711
start iteration
done sorting
end inner loop
Iteration 33, inertia 25734.7004184
start iteration
done sorting
end inner loop
Iteration 34, inertia 25734.6395071
start iteration
done sorting
end inner loop
Iteration 35, inertia 25734.5152939
start iteration
done sorting
end inner loop
Iteration 36, inertia 25734.4559522
start iteration
done sorting
end inner loop
Iteration 37, inertia 25734.4559522
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28143.526122
start iteration
done sorting
end inner loop
Iteration 1, inertia 27004.7889332
start iteration
done sorting
end inner loop
Iteration 2, inertia 26427.5989149
start iteration
done sorting
end inner loop
Iteration 3, inertia 26171.8545063
start iteration
done sorting
end inner loop
Iteration 4, inertia 26036.3746508
start iteration
done sorting
end inner loop
Iteration 5, inertia 25957.0155117
start iteration
done sorting
end inner loop
Iteration 6, inertia 25901.8784365
start iteration
done sorting
end inner loop
Iteration 7, inertia 25862.8598744
start iteration
done sorting
end inner loop
Iteration 8, inertia 25829.3138734
start iteration
done sorting
end inner loop
Iteration 9, inertia 25797.413972
start iteration
done sorting
end inner loop
Iteration 10, inertia 25763.7025312
start iteration
done sorting
end inner loop
Iteration 11, inertia 25741.4526043
start iteration
done sorting
end inner loop
Iteration 12, inertia 25725.4664736
start iteration
done sorting
end inner loop
Iteration 13, inertia 25709.2805767
start iteration
done sorting
end inner loop
Iteration 14, inertia 25693.0866566
start iteration
done sorting
end inner loop
Iteration 15, inertia 25677.639038
start iteration
done sorting
end inner loop
Iteration 16, inertia 25668.5629145
start iteration
done sorting
end inner loop
Iteration 17, inertia 25657.5818034
start iteration
done sorting
end inner loop
Iteration 18, inertia 25646.4698272
start iteration
done sorting
end inner loop
Iteration 19, inertia 25633.1235288
start iteration
done sorting
end inner loop
Iteration 20, inertia 25624.3611085
start iteration
done sorting
end inner loop
Iteration 21, inertia 25617.1235857
start iteration
done sorting
end inner loop
Iteration 22, inertia 25611.8919902
start iteration
done sorting
end inner loop
Iteration 23, inertia 25607.3792008
start iteration
done sorting
end inner loop
Iteration 24, inertia 25603.8450852
start iteration
done sorting
end inner loop
Iteration 25, inertia 25600.0614567
start iteration
done sorting
end inner loop
Iteration 26, inertia 25595.5268777
start iteration
done sorting
end inner loop
Iteration 27, inertia 25591.5781918
start iteration
done sorting
end inner loop
Iteration 28, inertia 25587.4671715
start iteration
done sorting
end inner loop
Iteration 29, inertia 25580.9777494
start iteration
done sorting
end inner loop
Iteration 30, inertia 25574.2573877
start iteration
done sorting
end inner loop
Iteration 31, inertia 25568.6898217
start iteration
done sorting
end inner loop
Iteration 32, inertia 25565.9599173
start iteration
done sorting
end inner loop
Iteration 33, inertia 25564.5409913
start iteration
done sorting
end inner loop
Iteration 34, inertia 25563.7351164
start iteration
done sorting
end inner loop
Iteration 35, inertia 25562.8009951
start iteration
done sorting
end inner loop
Iteration 36, inertia 25561.7465447
start iteration
done sorting
end inner loop
Iteration 37, inertia 25560.3639907
start iteration
done sorting
end inner loop
Iteration 38, inertia 25557.1675011
start iteration
done sorting
end inner loop
Iteration 39, inertia 25552.9107428
start iteration
done sorting
end inner loop
Iteration 40, inertia 25550.0665922
start iteration
done sorting
end inner loop
Iteration 41, inertia 25548.8544039
start iteration
done sorting
end inner loop
Iteration 42, inertia 25547.7923553
start iteration
done sorting
end inner loop
Iteration 43, inertia 25545.5074917
start iteration
done sorting
end inner loop
Iteration 44, inertia 25543.5610335
start iteration
done sorting
end inner loop
Iteration 45, inertia 25541.1194777
start iteration
done sorting
end inner loop
Iteration 46, inertia 25539.1028825
start iteration
done sorting
end inner loop
Iteration 47, inertia 25536.7353515
start iteration
done sorting
end inner loop
Iteration 48, inertia 25534.9210721
start iteration
done sorting
end inner loop
Iteration 49, inertia 25532.1731582
start iteration
done sorting
end inner loop
Iteration 50, inertia 25530.034215
start iteration
done sorting
end inner loop
Iteration 51, inertia 25528.9143841
start iteration
done sorting
end inner loop
Iteration 52, inertia 25528.1197903
start iteration
done sorting
end inner loop
Iteration 53, inertia 25527.4679002
start iteration
done sorting
end inner loop
Iteration 54, inertia 25526.479725
start iteration
done sorting
end inner loop
Iteration 55, inertia 25525.832303
start iteration
done sorting
end inner loop
Iteration 56, inertia 25524.9292385
start iteration
done sorting
end inner loop
Iteration 57, inertia 25523.776375
start iteration
done sorting
end inner loop
Iteration 58, inertia 25522.7651203
start iteration
done sorting
end inner loop
Iteration 59, inertia 25521.6778841
start iteration
done sorting
end inner loop
Iteration 60, inertia 25520.5212317
start iteration
done sorting
end inner loop
Iteration 61, inertia 25518.9659227
start iteration
done sorting
end inner loop
Iteration 62, inertia 25516.1345605
start iteration
done sorting
end inner loop
Iteration 63, inertia 25514.2069857
start iteration
done sorting
end inner loop
Iteration 64, inertia 25513.0728266
start iteration
done sorting
end inner loop
Iteration 65, inertia 25512.0937381
start iteration
done sorting
end inner loop
Iteration 66, inertia 25511.6860448
start iteration
done sorting
end inner loop
Iteration 67, inertia 25511.2166705
start iteration
done sorting
end inner loop
Iteration 68, inertia 25510.8397745
start iteration
done sorting
end inner loop
Iteration 69, inertia 25510.6648409
start iteration
done sorting
end inner loop
Iteration 70, inertia 25510.6497229
start iteration
done sorting
end inner loop
Iteration 71, inertia 25510.5927128
start iteration
done sorting
end inner loop
Iteration 72, inertia 25510.5927128
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27805.1572977
start iteration
done sorting
end inner loop
Iteration 1, inertia 27049.4082374
start iteration
done sorting
end inner loop
Iteration 2, inertia 26704.5411513
start iteration
done sorting
end inner loop
Iteration 3, inertia 26457.1408365
start iteration
done sorting
end inner loop
Iteration 4, inertia 26270.1087161
start iteration
done sorting
end inner loop
Iteration 5, inertia 26137.5362761
start iteration
done sorting
end inner loop
Iteration 6, inertia 26041.6847968
start iteration
done sorting
end inner loop
Iteration 7, inertia 25992.4261966
start iteration
done sorting
end inner loop
Iteration 8, inertia 25956.6120267
start iteration
done sorting
end inner loop
Iteration 9, inertia 25933.5534476
start iteration
done sorting
end inner loop
Iteration 10, inertia 25909.8463254
start iteration
done sorting
end inner loop
Iteration 11, inertia 25890.3262119
start iteration
done sorting
end inner loop
Iteration 12, inertia 25873.468646
start iteration
done sorting
end inner loop
Iteration 13, inertia 25856.6820212
start iteration
done sorting
end inner loop
Iteration 14, inertia 25848.0389665
start iteration
done sorting
end inner loop
Iteration 15, inertia 25842.5076835
start iteration
done sorting
end inner loop
Iteration 16, inertia 25835.679076
start iteration
done sorting
end inner loop
Iteration 17, inertia 25828.1803124
start iteration
done sorting
end inner loop
Iteration 18, inertia 25821.1485653
start iteration
done sorting
end inner loop
Iteration 19, inertia 25814.0152783
start iteration
done sorting
end inner loop
Iteration 20, inertia 25807.2871881
start iteration
done sorting
end inner loop
Iteration 21, inertia 25800.8194704
start iteration
done sorting
end inner loop
Iteration 22, inertia 25796.8949951
start iteration
done sorting
end inner loop
Iteration 23, inertia 25793.5844315
start iteration
done sorting
end inner loop
Iteration 24, inertia 25791.2247168
start iteration
done sorting
end inner loop
Iteration 25, inertia 25789.2127143
start iteration
done sorting
end inner loop
Iteration 26, inertia 25786.9051284
start iteration
done sorting
end inner loop
Iteration 27, inertia 25784.4326231
start iteration
done sorting
end inner loop
Iteration 28, inertia 25782.4559754
start iteration
done sorting
end inner loop
Iteration 29, inertia 25780.8958759
start iteration
done sorting
end inner loop
Iteration 30, inertia 25779.6605925
start iteration
done sorting
end inner loop
Iteration 31, inertia 25778.4181627
start iteration
done sorting
end inner loop
Iteration 32, inertia 25777.7307227
start iteration
done sorting
end inner loop
Iteration 33, inertia 25776.9140085
start iteration
done sorting
end inner loop
Iteration 34, inertia 25776.1758266
start iteration
done sorting
end inner loop
Iteration 35, inertia 25775.0454236
start iteration
done sorting
end inner loop
Iteration 36, inertia 25774.287898
start iteration
done sorting
end inner loop
Iteration 37, inertia 25773.6001756
start iteration
done sorting
end inner loop
Iteration 38, inertia 25773.3189869
start iteration
done sorting
end inner loop
Iteration 39, inertia 25773.0996857
start iteration
done sorting
end inner loop
Iteration 40, inertia 25772.559154
start iteration
done sorting
end inner loop
Iteration 41, inertia 25772.4895773
start iteration
done sorting
end inner loop
Iteration 42, inertia 25772.4122458
start iteration
done sorting
end inner loop
Iteration 43, inertia 25772.1011742
start iteration
done sorting
end inner loop
Iteration 44, inertia 25771.6524515
start iteration
done sorting
end inner loop
Iteration 45, inertia 25771.535027
start iteration
done sorting
end inner loop
Iteration 46, inertia 25771.1851123
start iteration
done sorting
end inner loop
Iteration 47, inertia 25770.8637301
start iteration
done sorting
end inner loop
Iteration 48, inertia 25770.4262862
start iteration
done sorting
end inner loop
Iteration 49, inertia 25770.2047583
start iteration
done sorting
end inner loop
Iteration 50, inertia 25770.0796343
start iteration
done sorting
end inner loop
Iteration 51, inertia 25769.9833514
start iteration
done sorting
end inner loop
Iteration 52, inertia 25769.9833514
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27333.5111829
start iteration
done sorting
end inner loop
Iteration 1, inertia 26498.4735589
start iteration
done sorting
end inner loop
Iteration 2, inertia 26180.0056379
start iteration
done sorting
end inner loop
Iteration 3, inertia 26015.8407767
start iteration
done sorting
end inner loop
Iteration 4, inertia 25911.2129435
start iteration
done sorting
end inner loop
Iteration 5, inertia 25852.4525467
start iteration
done sorting
end inner loop
Iteration 6, inertia 25805.8444501
start iteration
done sorting
end inner loop
Iteration 7, inertia 25761.211601
start iteration
done sorting
end inner loop
Iteration 8, inertia 25725.5874552
start iteration
done sorting
end inner loop
Iteration 9, inertia 25704.189514
start iteration
done sorting
end inner loop
Iteration 10, inertia 25690.928472
start iteration
done sorting
end inner loop
Iteration 11, inertia 25681.1461328
start iteration
done sorting
end inner loop
Iteration 12, inertia 25672.0985924
start iteration
done sorting
end inner loop
Iteration 13, inertia 25664.4683105
start iteration
done sorting
end inner loop
Iteration 14, inertia 25658.8603712
start iteration
done sorting
end inner loop
Iteration 15, inertia 25654.483851
start iteration
done sorting
end inner loop
Iteration 16, inertia 25650.345792
start iteration
done sorting
end inner loop
Iteration 17, inertia 25645.361753
start iteration
done sorting
end inner loop
Iteration 18, inertia 25640.3849415
start iteration
done sorting
end inner loop
Iteration 19, inertia 25634.9508962
start iteration
done sorting
end inner loop
Iteration 20, inertia 25628.2432236
start iteration
done sorting
end inner loop
Iteration 21, inertia 25624.0278157
start iteration
done sorting
end inner loop
Iteration 22, inertia 25620.2571057
start iteration
done sorting
end inner loop
Iteration 23, inertia 25616.67479
start iteration
done sorting
end inner loop
Iteration 24, inertia 25615.0540066
start iteration
done sorting
end inner loop
Iteration 25, inertia 25613.472568
start iteration
done sorting
end inner loop
Iteration 26, inertia 25611.0722499
start iteration
done sorting
end inner loop
Iteration 27, inertia 25609.061057
start iteration
done sorting
end inner loop
Iteration 28, inertia 25607.0180859
start iteration
done sorting
end inner loop
Iteration 29, inertia 25605.1199748
start iteration
done sorting
end inner loop
Iteration 30, inertia 25602.8263616
start iteration
done sorting
end inner loop
Iteration 31, inertia 25599.9423743
start iteration
done sorting
end inner loop
Iteration 32, inertia 25596.4642212
start iteration
done sorting
end inner loop
Iteration 33, inertia 25591.5065246
start iteration
done sorting
end inner loop
Iteration 34, inertia 25588.1952429
start iteration
done sorting
end inner loop
Iteration 35, inertia 25586.6343022
start iteration
done sorting
end inner loop
Iteration 36, inertia 25585.7255559
start iteration
done sorting
end inner loop
Iteration 37, inertia 25584.9482185
start iteration
done sorting
end inner loop
Iteration 38, inertia 25583.984706
start iteration
done sorting
end inner loop
Iteration 39, inertia 25583.5684475
start iteration
done sorting
end inner loop
Iteration 40, inertia 25583.4103757
start iteration
done sorting
end inner loop
Iteration 41, inertia 25583.1561072
start iteration
done sorting
end inner loop
Iteration 42, inertia 25582.9866218
start iteration
done sorting
end inner loop
Iteration 43, inertia 25582.904909
start iteration
done sorting
end inner loop
Iteration 44, inertia 25582.8906148
start iteration
done sorting
end inner loop
Iteration 45, inertia 25582.8906148
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28425.9694923
start iteration
done sorting
end inner loop
Iteration 1, inertia 27746.0444644
start iteration
done sorting
end inner loop
Iteration 2, inertia 27139.8902703
start iteration
done sorting
end inner loop
Iteration 3, inertia 26757.8013205
start iteration
done sorting
end inner loop
Iteration 4, inertia 26519.7707716
start iteration
done sorting
end inner loop
Iteration 5, inertia 26362.9039023
start iteration
done sorting
end inner loop
Iteration 6, inertia 26248.9743785
start iteration
done sorting
end inner loop
Iteration 7, inertia 26154.0922312
start iteration
done sorting
end inner loop
Iteration 8, inertia 26090.4117768
start iteration
done sorting
end inner loop
Iteration 9, inertia 26052.1902233
start iteration
done sorting
end inner loop
Iteration 10, inertia 26017.8959749
start iteration
done sorting
end inner loop
Iteration 11, inertia 25994.3878179
start iteration
done sorting
end inner loop
Iteration 12, inertia 25973.4434368
start iteration
done sorting
end inner loop
Iteration 13, inertia 25956.1311482
start iteration
done sorting
end inner loop
Iteration 14, inertia 25941.4587609
start iteration
done sorting
end inner loop
Iteration 15, inertia 25929.1302106
start iteration
done sorting
end inner loop
Iteration 16, inertia 25911.9901082
start iteration
done sorting
end inner loop
Iteration 17, inertia 25899.2617504
start iteration
done sorting
end inner loop
Iteration 18, inertia 25891.8971641
start iteration
done sorting
end inner loop
Iteration 19, inertia 25885.6873574
start iteration
done sorting
end inner loop
Iteration 20, inertia 25880.5052812
start iteration
done sorting
end inner loop
Iteration 21, inertia 25875.5496447
start iteration
done sorting
end inner loop
Iteration 22, inertia 25871.3352926
start iteration
done sorting
end inner loop
Iteration 23, inertia 25868.7419802
start iteration
done sorting
end inner loop
Iteration 24, inertia 25865.9674219
start iteration
done sorting
end inner loop
Iteration 25, inertia 25862.3044899
start iteration
done sorting
end inner loop
Iteration 26, inertia 25860.1476995
start iteration
done sorting
end inner loop
Iteration 27, inertia 25857.5990961
start iteration
done sorting
end inner loop
Iteration 28, inertia 25856.4820914
start iteration
done sorting
end inner loop
Iteration 29, inertia 25855.2098727
start iteration
done sorting
end inner loop
Iteration 30, inertia 25854.1276892
start iteration
done sorting
end inner loop
Iteration 31, inertia 25853.8463799
start iteration
done sorting
end inner loop
Iteration 32, inertia 25853.7234504
start iteration
done sorting
end inner loop
Iteration 33, inertia 25853.5283621
start iteration
done sorting
end inner loop
Iteration 34, inertia 25853.4630494
start iteration
done sorting
end inner loop
Iteration 35, inertia 25853.2497831
start iteration
done sorting
end inner loop
Iteration 36, inertia 25853.0360387
start iteration
done sorting
end inner loop
Iteration 37, inertia 25852.3490519
start iteration
done sorting
end inner loop
Iteration 38, inertia 25851.4938719
start iteration
done sorting
end inner loop
Iteration 39, inertia 25850.8467717
start iteration
done sorting
end inner loop
Iteration 40, inertia 25850.400503
start iteration
done sorting
end inner loop
Iteration 41, inertia 25849.855806
start iteration
done sorting
end inner loop
Iteration 42, inertia 25849.3832296
start iteration
done sorting
end inner loop
Iteration 43, inertia 25849.154748
start iteration
done sorting
end inner loop
Iteration 44, inertia 25849.154748
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.028
Number of clusters: 17

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27387.7507997
start iteration
done sorting
end inner loop
Iteration 1, inertia 26681.1771731
start iteration
done sorting
end inner loop
Iteration 2, inertia 26410.5632587
start iteration
done sorting
end inner loop
Iteration 3, inertia 26272.7624644
start iteration
done sorting
end inner loop
Iteration 4, inertia 26156.3008083
start iteration
done sorting
end inner loop
Iteration 5, inertia 26067.5278837
start iteration
done sorting
end inner loop
Iteration 6, inertia 26006.6162268
start iteration
done sorting
end inner loop
Iteration 7, inertia 25969.49415
start iteration
done sorting
end inner loop
Iteration 8, inertia 25945.3560792
start iteration
done sorting
end inner loop
Iteration 9, inertia 25927.7031641
start iteration
done sorting
end inner loop
Iteration 10, inertia 25917.8884386
start iteration
done sorting
end inner loop
Iteration 11, inertia 25909.6104801
start iteration
done sorting
end inner loop
Iteration 12, inertia 25904.6373789
start iteration
done sorting
end inner loop
Iteration 13, inertia 25901.2405617
start iteration
done sorting
end inner loop
Iteration 14, inertia 25897.7168651
start iteration
done sorting
end inner loop
Iteration 15, inertia 25894.8655828
start iteration
done sorting
end inner loop
Iteration 16, inertia 25893.0357911
start iteration
done sorting
end inner loop
Iteration 17, inertia 25891.230471
start iteration
done sorting
end inner loop
Iteration 18, inertia 25888.9199008
start iteration
done sorting
end inner loop
Iteration 19, inertia 25885.6285289
start iteration
done sorting
end inner loop
Iteration 20, inertia 25882.7376379
start iteration
done sorting
end inner loop
Iteration 21, inertia 25878.7195765
start iteration
done sorting
end inner loop
Iteration 22, inertia 25873.9551422
start iteration
done sorting
end inner loop
Iteration 23, inertia 25869.8213324
start iteration
done sorting
end inner loop
Iteration 24, inertia 25866.9652822
start iteration
done sorting
end inner loop
Iteration 25, inertia 25865.2765949
start iteration
done sorting
end inner loop
Iteration 26, inertia 25864.3732885
start iteration
done sorting
end inner loop
Iteration 27, inertia 25862.6217949
start iteration
done sorting
end inner loop
Iteration 28, inertia 25860.3815191
start iteration
done sorting
end inner loop
Iteration 29, inertia 25857.666049
start iteration
done sorting
end inner loop
Iteration 30, inertia 25853.8465328
start iteration
done sorting
end inner loop
Iteration 31, inertia 25849.0966931
start iteration
done sorting
end inner loop
Iteration 32, inertia 25844.7121543
start iteration
done sorting
end inner loop
Iteration 33, inertia 25841.4741789
start iteration
done sorting
end inner loop
Iteration 34, inertia 25837.4589522
start iteration
done sorting
end inner loop
Iteration 35, inertia 25836.0729324
start iteration
done sorting
end inner loop
Iteration 36, inertia 25835.2435127
start iteration
done sorting
end inner loop
Iteration 37, inertia 25834.7147413
start iteration
done sorting
end inner loop
Iteration 38, inertia 25834.2412765
start iteration
done sorting
end inner loop
Iteration 39, inertia 25833.5739422
start iteration
done sorting
end inner loop
Iteration 40, inertia 25832.3616619
start iteration
done sorting
end inner loop
Iteration 41, inertia 25830.5933326
start iteration
done sorting
end inner loop
Iteration 42, inertia 25829.1716913
start iteration
done sorting
end inner loop
Iteration 43, inertia 25827.9592866
start iteration
done sorting
end inner loop
Iteration 44, inertia 25826.5062446
start iteration
done sorting
end inner loop
Iteration 45, inertia 25825.0427021
start iteration
done sorting
end inner loop
Iteration 46, inertia 25824.3635926
start iteration
done sorting
end inner loop
Iteration 47, inertia 25823.9337604
start iteration
done sorting
end inner loop
Iteration 48, inertia 25823.1064489
start iteration
done sorting
end inner loop
Iteration 49, inertia 25822.2908433
start iteration
done sorting
end inner loop
Iteration 50, inertia 25821.7471951
start iteration
done sorting
end inner loop
Iteration 51, inertia 25820.8163426
start iteration
done sorting
end inner loop
Iteration 52, inertia 25819.9491022
start iteration
done sorting
end inner loop
Iteration 53, inertia 25819.025391
start iteration
done sorting
end inner loop
Iteration 54, inertia 25818.0360303
start iteration
done sorting
end inner loop
Iteration 55, inertia 25816.6845217
start iteration
done sorting
end inner loop
Iteration 56, inertia 25815.0568577
start iteration
done sorting
end inner loop
Iteration 57, inertia 25812.7807203
start iteration
done sorting
end inner loop
Iteration 58, inertia 25809.6166901
start iteration
done sorting
end inner loop
Iteration 59, inertia 25806.9446206
start iteration
done sorting
end inner loop
Iteration 60, inertia 25804.8039098
start iteration
done sorting
end inner loop
Iteration 61, inertia 25803.5565357
start iteration
done sorting
end inner loop
Iteration 62, inertia 25802.5730745
start iteration
done sorting
end inner loop
Iteration 63, inertia 25801.376513
start iteration
done sorting
end inner loop
Iteration 64, inertia 25799.6098419
start iteration
done sorting
end inner loop
Iteration 65, inertia 25798.0807362
start iteration
done sorting
end inner loop
Iteration 66, inertia 25797.5745688
start iteration
done sorting
end inner loop
Iteration 67, inertia 25796.8407197
start iteration
done sorting
end inner loop
Iteration 68, inertia 25796.2471283
start iteration
done sorting
end inner loop
Iteration 69, inertia 25794.5763614
start iteration
done sorting
end inner loop
Iteration 70, inertia 25791.9218091
start iteration
done sorting
end inner loop
Iteration 71, inertia 25787.3286246
start iteration
done sorting
end inner loop
Iteration 72, inertia 25782.5796454
start iteration
done sorting
end inner loop
Iteration 73, inertia 25778.5667412
start iteration
done sorting
end inner loop
Iteration 74, inertia 25774.5811126
start iteration
done sorting
end inner loop
Iteration 75, inertia 25770.9076129
start iteration
done sorting
end inner loop
Iteration 76, inertia 25767.4572634
start iteration
done sorting
end inner loop
Iteration 77, inertia 25765.7147806
start iteration
done sorting
end inner loop
Iteration 78, inertia 25763.253647
start iteration
done sorting
end inner loop
Iteration 79, inertia 25761.4508074
start iteration
done sorting
end inner loop
Iteration 80, inertia 25760.074713
start iteration
done sorting
end inner loop
Iteration 81, inertia 25759.1923475
start iteration
done sorting
end inner loop
Iteration 82, inertia 25758.1230423
start iteration
done sorting
end inner loop
Iteration 83, inertia 25757.8500258
start iteration
done sorting
end inner loop
Iteration 84, inertia 25757.6559517
start iteration
done sorting
end inner loop
Iteration 85, inertia 25757.6076137
start iteration
done sorting
end inner loop
Iteration 86, inertia 25757.5565354
start iteration
done sorting
end inner loop
Iteration 87, inertia 25757.4740054
start iteration
done sorting
end inner loop
Iteration 88, inertia 25757.4740054
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27956.7420039
start iteration
done sorting
end inner loop
Iteration 1, inertia 27064.6493758
start iteration
done sorting
end inner loop
Iteration 2, inertia 26513.7273608
start iteration
done sorting
end inner loop
Iteration 3, inertia 26279.1340205
start iteration
done sorting
end inner loop
Iteration 4, inertia 26168.8769155
start iteration
done sorting
end inner loop
Iteration 5, inertia 26102.4790864
start iteration
done sorting
end inner loop
Iteration 6, inertia 26047.3693346
start iteration
done sorting
end inner loop
Iteration 7, inertia 25997.1304531
start iteration
done sorting
end inner loop
Iteration 8, inertia 25949.47246
start iteration
done sorting
end inner loop
Iteration 9, inertia 25900.0766402
start iteration
done sorting
end inner loop
Iteration 10, inertia 25863.2902639
start iteration
done sorting
end inner loop
Iteration 11, inertia 25837.3682314
start iteration
done sorting
end inner loop
Iteration 12, inertia 25822.8958871
start iteration
done sorting
end inner loop
Iteration 13, inertia 25811.6511582
start iteration
done sorting
end inner loop
Iteration 14, inertia 25801.434206
start iteration
done sorting
end inner loop
Iteration 15, inertia 25791.9208574
start iteration
done sorting
end inner loop
Iteration 16, inertia 25783.7289465
start iteration
done sorting
end inner loop
Iteration 17, inertia 25776.0356117
start iteration
done sorting
end inner loop
Iteration 18, inertia 25768.6542338
start iteration
done sorting
end inner loop
Iteration 19, inertia 25763.0779115
start iteration
done sorting
end inner loop
Iteration 20, inertia 25757.4790992
start iteration
done sorting
end inner loop
Iteration 21, inertia 25751.1170571
start iteration
done sorting
end inner loop
Iteration 22, inertia 25742.4999357
start iteration
done sorting
end inner loop
Iteration 23, inertia 25733.7666575
start iteration
done sorting
end inner loop
Iteration 24, inertia 25726.1117119
start iteration
done sorting
end inner loop
Iteration 25, inertia 25720.1099102
start iteration
done sorting
end inner loop
Iteration 26, inertia 25714.5652339
start iteration
done sorting
end inner loop
Iteration 27, inertia 25709.2339152
start iteration
done sorting
end inner loop
Iteration 28, inertia 25705.0150591
start iteration
done sorting
end inner loop
Iteration 29, inertia 25701.8941979
start iteration
done sorting
end inner loop
Iteration 30, inertia 25698.649058
start iteration
done sorting
end inner loop
Iteration 31, inertia 25696.5279342
start iteration
done sorting
end inner loop
Iteration 32, inertia 25694.0998541
start iteration
done sorting
end inner loop
Iteration 33, inertia 25691.6262636
start iteration
done sorting
end inner loop
Iteration 34, inertia 25689.2537381
start iteration
done sorting
end inner loop
Iteration 35, inertia 25686.3896078
start iteration
done sorting
end inner loop
Iteration 36, inertia 25683.4338703
start iteration
done sorting
end inner loop
Iteration 37, inertia 25680.5970488
start iteration
done sorting
end inner loop
Iteration 38, inertia 25679.0124944
start iteration
done sorting
end inner loop
Iteration 39, inertia 25677.0208151
start iteration
done sorting
end inner loop
Iteration 40, inertia 25673.9782186
start iteration
done sorting
end inner loop
Iteration 41, inertia 25671.2565685
start iteration
done sorting
end inner loop
Iteration 42, inertia 25669.3686355
start iteration
done sorting
end inner loop
Iteration 43, inertia 25668.4324746
start iteration
done sorting
end inner loop
Iteration 44, inertia 25667.4569011
start iteration
done sorting
end inner loop
Iteration 45, inertia 25665.8509036
start iteration
done sorting
end inner loop
Iteration 46, inertia 25664.9883784
start iteration
done sorting
end inner loop
Iteration 47, inertia 25663.9510203
start iteration
done sorting
end inner loop
Iteration 48, inertia 25662.2200301
start iteration
done sorting
end inner loop
Iteration 49, inertia 25661.0908093
start iteration
done sorting
end inner loop
Iteration 50, inertia 25659.3317044
start iteration
done sorting
end inner loop
Iteration 51, inertia 25657.6351945
start iteration
done sorting
end inner loop
Iteration 52, inertia 25656.1081031
start iteration
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end inner loop
Iteration 53, inertia 25654.8689439
start iteration
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end inner loop
Iteration 54, inertia 25653.8322933
start iteration
done sorting
end inner loop
Iteration 55, inertia 25652.8413821
start iteration
done sorting
end inner loop
Iteration 56, inertia 25652.243041
start iteration
done sorting
end inner loop
Iteration 57, inertia 25651.6601287
start iteration
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end inner loop
Iteration 58, inertia 25650.9495589
start iteration
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end inner loop
Iteration 59, inertia 25650.0356722
start iteration
done sorting
end inner loop
Iteration 60, inertia 25649.1716137
start iteration
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end inner loop
Iteration 61, inertia 25647.9539284
start iteration
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end inner loop
Iteration 62, inertia 25647.0507525
start iteration
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end inner loop
Iteration 63, inertia 25645.6175348
start iteration
done sorting
end inner loop
Iteration 64, inertia 25644.6876988
start iteration
done sorting
end inner loop
Iteration 65, inertia 25643.5542417
start iteration
done sorting
end inner loop
Iteration 66, inertia 25642.4422349
start iteration
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end inner loop
Iteration 67, inertia 25641.6557658
start iteration
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end inner loop
Iteration 68, inertia 25640.5261218
start iteration
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end inner loop
Iteration 69, inertia 25639.6910185
start iteration
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end inner loop
Iteration 70, inertia 25639.2134929
start iteration
done sorting
end inner loop
Iteration 71, inertia 25638.699639
start iteratiInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28111.3903434
start iteration
done sorting
end inner loop
Iteration 1, inertia 27339.8717086
start iteration
done sorting
end inner loop
Iteration 2, inertia 26773.4295947
start iteration
done sorting
end inner loop
Iteration 3, inertia 26409.237369
start iteration
done sorting
end inner loop
Iteration 4, inertia 26218.6388699
start iteration
done sorting
end inner loop
Iteration 5, inertia 26108.2224228
start iteration
done sorting
end inner loop
Iteration 6, inertia 26023.9859859
start iteration
done sorting
end inner loop
Iteration 7, inertia 25967.1625989
start iteration
done sorting
end inner loop
Iteration 8, inertia 25921.2970405
start iteration
done sorting
end inner loop
Iteration 9, inertia 25885.856273
start iteration
done sorting
end inner loop
Iteration 10, inertia 25851.9287792
start iteration
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end inner loop
Iteration 11, inertia 25819.5022067
start iteration
done sorting
end inner loop
Iteration 12, inertia 25789.5746128
start iteration
done sorting
end inner loop
Iteration 13, inertia 25770.0847172
start iteration
done sorting
end inner loop
Iteration 14, inertia 25755.7580883
start iteration
done sorting
end inner loop
Iteration 15, inertia 25742.4974345
start iteration
done sorting
end inner loop
Iteration 16, inertia 25729.7085891
start iteration
done sorting
end inner loop
Iteration 17, inertia 25718.2607797
start iteration
done sorting
end inner loop
Iteration 18, inertia 25707.6221596
start iteration
done sorting
end inner loop
Iteration 19, inertia 25701.7839336
start iteration
done sorting
end inner loop
Iteration 20, inertia 25693.6913862
start iteration
done sorting
end inner loop
Iteration 21, inertia 25678.5266781
start iteration
done sorting
end inner loop
Iteration 22, inertia 25650.5465652
start iteration
done sorting
end inner loop
Iteration 23, inertia 25620.3733117
start iteration
done sorting
end inner loop
Iteration 24, inertia 25604.8288632
start iteration
done sorting
end inner loop
Iteration 25, inertia 25593.2804082
start iteration
done sorting
end inner loop
Iteration 26, inertia 25584.9063057
start iteration
done sorting
end inner loop
Iteration 27, inertia 25575.3185337
start iteration
done sorting
end inner loop
Iteration 28, inertia 25567.4087892
start iteration
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end inner loop
Iteration 29, inertia 25561.9850802
start iteration
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end inner loop
Iteration 30, inertia 25556.1806322
start iteration
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end inner loop
Iteration 31, inertia 25549.8282789
start iteration
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end inner loop
Iteration 32, inertia 25543.314026
start iteration
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end inner loop
Iteration 33, inertia 25539.0567858
start iteration
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end inner loop
Iteration 34, inertia 25534.7538619
start iteration
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end inner loop
Iteration 35, inertia 25531.8964191
start iteration
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end inner loop
Iteration 36, inertia 25528.7704325
start iteration
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end inner loop
Iteration 37, inertia 25526.1136808
start iteration
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end inner loop
Iteration 38, inertia 25522.1941065
start iteration
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end inner loop
Iteration 39, inertia 25520.0449086
start iteration
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end inner loop
Iteration 40, inertia 25518.456104
start iteration
done sorting
end inner loop
Iteration 41, inertia 25517.3620866
start iteration
done sorting
end inner loop
Iteration 42, inertia 25517.1914652
start iteration
done sorting
end inner loop
Iteration 43, inertia 25516.6294708
start iteration
done sorting
end inner loop
Iteration 44, inertia 25516.4404462
start iteration
done sorting
end inner loop
Iteration 45, inertia 25516.3323695
start iteration
done sorting
end inner loop
Iteration 46, inertia 25516.1529234
start iteration
done sorting
end inner loop
Iteration 47, inertia 25515.7436534
start iteration
done sorting
end inner loop
Iteration 48, inertia 25515.4814916
start iteration
done sorting
end inner loop
Iteration 49, inertia 25515.1397069
start iteration
done sorting
end inner loop
Iteration 50, inertia 25514.4506303
start Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27718.2032686
start iteration
done sorting
end inner loop
Iteration 1, inertia 27079.9899258
start iteration
done sorting
end inner loop
Iteration 2, inertia 26760.4387814
start iteration
done sorting
end inner loop
Iteration 3, inertia 26541.4418837
start iteration
done sorting
end inner loop
Iteration 4, inertia 26398.3376205
start iteration
done sorting
end inner loop
Iteration 5, inertia 26327.406752
start iteration
done sorting
end inner loop
Iteration 6, inertia 26275.2639213
start iteration
done sorting
end inner loop
Iteration 7, inertia 26238.2428824
start iteration
done sorting
end inner loop
Iteration 8, inertia 26202.881923
start iteration
done sorting
end inner loop
Iteration 9, inertia 26163.2828807
start iteration
done sorting
end inner loop
Iteration 10, inertia 26123.3611527
start iteration
done sorting
end inner loop
Iteration 11, inertia 26099.7056276
start iteration
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end inner loop
Iteration 12, inertia 26077.1912347
start iteration
done sorting
end inner loop
Iteration 13, inertia 26058.9807321
start iteration
done sorting
end inner loop
Iteration 14, inertia 26043.3025497
start iteration
done sorting
end inner loop
Iteration 15, inertia 26029.1153799
start iteration
done sorting
end inner loop
Iteration 16, inertia 26017.2234383
start iteration
done sorting
end inner loop
Iteration 17, inertia 26007.9767351
start iteration
done sorting
end inner loop
Iteration 18, inertia 25995.669029
start iteration
done sorting
end inner loop
Iteration 19, inertia 25988.8155955
start iteration
done sorting
end inner loop
Iteration 20, inertia 25984.1027836
start iteration
done sorting
end inner loop
Iteration 21, inertia 25977.9172995
start iteration
done sorting
end inner loop
Iteration 22, inertia 25971.9131858
start iteration
done sorting
end inner loop
Iteration 23, inertia 25965.5691556
start iteration
done sorting
end inner loop
Iteration 24, inertia 25954.9156582
start iteration
done sorting
end inner loop
Iteration 25, inertia 25942.0304416
start iteration
done sorting
end inner loop
Iteration 26, inertia 25932.464524
start iteration
done sorting
end inner loop
Iteration 27, inertia 25924.5439749
start iteration
done sorting
end inner loop
Iteration 28, inertia 25915.7013467
start iteration
done sorting
end inner loop
Iteration 29, inertia 25905.2187307
start iteration
done sorting
end inner loop
Iteration 30, inertia 25894.7740172
start iteration
done sorting
end inner loop
Iteration 31, inertia 25886.3692124
start iteration
done sorting
end inner loop
Iteration 32, inertia 25877.4085533
start iteration
done sorting
end inner loop
Iteration 33, inertia 25868.4733038
start iteration
done sorting
end inner loop
Iteration 34, inertia 25859.5961556
start iteration
done sorting
end inner loop
Iteration 35, inertia 25853.125968
start iteration
done sorting
end inner loop
Iteration 36, inertia 25847.9064166
start iteration
done sorting
end inner loop
Iteration 37, inertia 25842.9703015
start iteration
done sorting
end inner loop
Iteration 38, inertia 25838.2808319
start iteration
done sorting
end inner loop
Iteration 39, inertia 25833.3810921
start iteration
done sorting
end inner loop
Iteration 40, inertia 25830.12025
start iteration
done sorting
end inner loop
Iteration 41, inertia 25828.4921395
start iteration
done sorting
end inner loop
Iteration 42, inertia 25826.507234
start iteration
done sorting
end inner loop
Iteration 43, inertia 25825.4253195
start iteration
done sorting
end inner loop
Iteration 44, inertia 25824.5188863
start iteration
done sorting
end inner loop
Iteration 45, inertia 25823.2224763
start iteration
done sorting
end inner loop
Iteration 46, inertia 25821.9512582
start iteration
done sorting
end inner loop
Iteration 47, inertia 25820.8146505
start iteration
done sorting
end inner loop
Iteration 48, inertia 25819.0486352
start iteration
done sorting
end inner loop
Iteration 49, inertia 25816.9413256
start iteration
done sorting
end inner loop
Iteration 50, inertia 25814.2733442
start iterSilhouette Coefficient: 0.028
Number of clusters: 9

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27526.4038507
start iteration
done sorting
end inner loop
Iteration 1, inertia 26777.6061891
start iteration
done sorting
end inner loop
Iteration 2, inertia 26440.7768478
start iteration
done sorting
end inner loop
Iteration 3, inertia 26260.1910353
start iteration
done sorting
end inner loop
Iteration 4, inertia 26121.5115743
start iteration
done sorting
end inner loop
Iteration 5, inertia 26013.1845888
start iteration
done sorting
end inner loop
Iteration 6, inertia 25934.914269
start iteration
done sorting
end inner loop
Iteration 7, inertia 25879.772489
start iteration
done sorting
end inner loop
Iteration 8, inertia 25839.8528811
start iteration
done sorting
end inner loop
Iteration 9, inertia 25799.4746012
start iteration
done sorting
end inner loop
Iteration 10, inertia 25761.2731087
start iteration
done sorting
end inner loop
Iteration 11, inertia 25723.6578846
start iteration
done sorting
end inner loop
Iteration 12, inertia 25692.7344648
start iteration
done sorting
end inner loop
Iteration 13, inertia 25668.1216232
start iteration
done sorting
end inner loop
Iteration 14, inertia 25650.6095733
start iteration
done sorting
end inner loop
Iteration 15, inertia 25640.0445292
start iteration
done sorting
end inner loop
Iteration 16, inertia 25635.270508
start iteration
done sorting
end inner loop
Iteration 17, inertia 25631.8459481
start iteration
done sorting
end inner loop
Iteration 18, inertia 25629.7715253
start iteration
done sorting
end inner loop
Iteration 19, inertia 25627.6195328
start iteration
done sorting
end inner loop
Iteration 20, inertia 25626.2382693
start iteration
done sorting
end inner loop
Iteration 21, inertia 25624.294337
start iteration
done sorting
end inner loop
Iteration 22, inertia 25622.3878613
start iteration
done sorting
end inner loop
Iteration 23, inertia 25620.0146336
start iteration
done sorting
end inner loop
Iteration 24, inertia 25618.4869476
start iteration
done sorting
end inner loop
Iteration 25, inertia 25617.7724926
start iteration
done sorting
end inner loop
Iteration 26, inertia 25617.1379412
start iteration
done sorting
end inner loop
Iteration 27, inertia 25616.0183193
start iteration
done sorting
end inner loop
Iteration 28, inertia 25615.3375232
start iteration
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end inner loop
Iteration 29, inertia 25614.4960334
start iteration
done sorting
end inner loop
Iteration 30, inertia 25613.6789273
start iteration
done sorting
end inner loop
Iteration 31, inertia 25613.3542231
start iteration
done sorting
end inner loop
Iteration 32, inertia 25612.4878488
start iteration
done sorting
end inner loop
Iteration 33, inertia 25610.0879758
start iteration
done sorting
end inner loop
Iteration 34, inertia 25608.2389215
start iteration
done sorting
end inner loop
Iteration 35, inertia 25608.2210878
start iteration
done sorting
end inner loop
Iteration 36, inertia 25608.2210878
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.044
Number of clusters: 18

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28342.8092385
start iteration
done sorting
end inner loop
Iteration 1, inertia 27320.4859747
start iteration
done sorting
end inner loop
Iteration 2, inertia 26675.6840105
start iteration
done sorting
end inner loop
Iteration 3, inertia 26357.3924679
start iteration
done sorting
end inner loop
Iteration 4, inertia 26181.1218876
start iteration
done sorting
end inner loop
Iteration 5, inertia 26066.6374529
start iteration
done sorting
end inner loop
Iteration 6, inertia 25984.7240218
start iteration
done sorting
end inner loop
Iteration 7, inertia 25925.2262726
start iteration
done sorting
end inner loop
Iteration 8, inertia 25880.587097
start iteration
done sorting
end inner loop
Iteration 9, inertia 25842.0408351
start iteration
done sorting
end inner loop
Iteration 10, inertia 25805.6772511
start iteration
done sorting
end inner loop
Iteration 11, inertia 257Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28089.9807133
start iteration
done sorting
end inner loop
Iteration 1, inertia 27045.9193935
start iteration
done sorting
end inner loop
Iteration 2, inertia 26533.7946445
start iteration
done sorting
end inner loop
Iteration 3, inertia 26292.3154494
start iteration
done sorting
end inner loop
Iteration 4, inertia 26143.4846349
start iteration
done sorting
end inner loop
Iteration 5, inertia 26050.5714321
start iteration
done sorting
end inner loop
Iteration 6, inertia 25970.8452231
start iteration
done sorting
end inner loop
Iteration 7, inertia 25894.0656704
start iteration
done sorting
end inner loop
Iteration 8, inertia 25847.2449044
start iteration
done sorting
end inner loop
Iteration 9, inertia 25810.2808272
start iteration
done sorting
end inner loop
Iteration 10, inertia 25782.7396772
start iteration
done sorting
end inner loop
Iteration 11, inertia 25761.4274458
start iteration
done sorting
end inner loop
Iteration 12, inertia 25742.5340548
start iteration
done sorting
end inner loop
Iteration 13, inertia 25723.4480436
start iteration
done sorting
end inner loop
Iteration 14, inertia 25704.6541015
start iteration
done sorting
end inner loop
Iteration 15, inertia 25686.7224784
start iteration
done sorting
end inner loop
Iteration 16, inertia 25671.2070021
start iteration
done sorting
end inner loop
Iteration 17, inertia 25655.9506848
start iteration
done sorting
end inner loop
Iteration 18, inertia 25640.5044693
start iteration
done sorting
end inner loop
Iteration 19, inertia 25629.5381738
start iteration
done sorting
end inner loop
Iteration 20, inertia 25617.6270778
start iteration
done sorting
end inner loop
Iteration 21, inertia 25607.9431493
start iteration
done sorting
end inner loop
Iteration 22, inertia 25598.2781329
start iteration
done sorting
end inner loop
Iteration 23, inertia 25591.7737766
start iteration
done sorting
end inner loop
Iteration 24, inertia 25586.4580665
start iteration
done sorting
end inner loop
Iteration 25, inertia 25582.6679562
start iteration
done sorting
end inner loop
Iteration 26, inertia 25579.8127928
start iteration
done sorting
end inner loop
Iteration 27, inertia 25577.0259557
start iteration
done sorting
end inner loop
Iteration 28, inertia 25575.9666172
start iteration
done sorting
end inner loop
Iteration 29, inertia 25574.5891711
start iteration
done sorting
end inner loop
Iteration 30, inertia 25573.0609668
start iteration
done sorting
end inner loop
Iteration 31, inertia 25571.7453501
start iteration
done sorting
end inner loop
Iteration 32, inertia 25570.9836964
start iteration
done sorting
end inner loop
Iteration 33, inertia 25570.4465748
start iteration
done sorting
end inner loop
Iteration 34, inertia 25570.1296193
start iteration
done sorting
end inner loop
Iteration 35, inertia 25569.8105191
start iteration
done sorting
end inner loop
Iteration 36, inertia 25569.8105191
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27580.6177496
start iteration
done sorting
end inner loop
Iteration 1, inertia 26806.6587553
start iteration
done sorting
end inner loop
Iteration 2, inertia 26410.4866478
start iteration
done sorting
end inner loop
Iteration 3, inertia 26195.4916706
start iteration
done sorting
end inner loop
Iteration 4, inertia 26061.7514475
start iteration
done sorting
end inner loop
Iteration 5, inertia 25976.6886889
start iteration
done sorting
end inner loop
Iteration 6, inertia 25912.8511344
start iteration
done sorting
end inner loop
Iteration 7, inertia 25844.083898
start iteration
done sorting
end inner loop
Iteration 8, inertia 25792.8173185
start iteration
done sorting
end inner loop
Iteration 9, inertia 25747.6380737
start iteration
done sorting
end inner loop
Iteration 10, inertia 25707.9441085
start iteration
done sorting
end inner loop
Iteration 11, inertia 25678.5817213
start iteration
done sorting
end inner loop
Iteration 12, inertia 25654.6948822
start iteratiInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27822.6798259
start iteration
done sorting
end inner loop
Iteration 1, inertia 26726.4197239
start iteration
done sorting
end inner loop
Iteration 2, inertia 26267.0688902
start iteration
done sorting
end inner loop
Iteration 3, inertia 26072.0848012
start iteration
done sorting
end inner loop
Iteration 4, inertia 25957.3144732
start iteration
done sorting
end inner loop
Iteration 5, inertia 25858.8681841
start iteration
done sorting
end inner loop
Iteration 6, inertia 25779.5184928
start iteration
done sorting
end inner loop
Iteration 7, inertia 25709.4463682
start iteration
done sorting
end inner loop
Iteration 8, inertia 25654.4691247
start iteration
done sorting
end inner loop
Iteration 9, inertia 25618.6973272
start iteration
done sorting
end inner loop
Iteration 10, inertia 25592.0141595
start iteration
done sorting
end inner loop
Iteration 11, inertia 25569.9199341
start iteration
done sorting
end inner loop
Iteration 12, inertia 25553.2322935
start iteration
done sorting
end inner loop
Iteration 13, inertia 25537.8915143
start iteration
done sorting
end inner loop
Iteration 14, inertia 25528.4013147
start iteration
done sorting
end inner loop
Iteration 15, inertia 25522.1363985
start iteration
done sorting
end inner loop
Iteration 16, inertia 25516.9917085
start iteration
done sorting
end inner loop
Iteration 17, inertia 25513.8295609
start iteration
done sorting
end inner loop
Iteration 18, inertia 25511.4027552
start iteration
done sorting
end inner loop
Iteration 19, inertia 25508.7111784
start iteration
done sorting
end inner loop
Iteration 20, inertia 25507.3014649
start iteration
done sorting
end inner loop
Iteration 21, inertia 25506.2870312
start iteration
done sorting
end inner loop
Iteration 22, inertia 25505.15764
start iteration
done sorting
end inner loop
Iteration 23, inertia 25503.4056882
start iteration
done sorting
end inner loop
Iteration 24, inertia 25501.4653961
start iteration
done sorting
end inner loop
Iteration 25, inertia 25499.4803753
start iteration
done sorting
end inner loop
Iteration 26, inertia 25497.9335235
start iteration
done sorting
end inner loop
Iteration 27, inertia 25496.4204771
start iteration
done sorting
end inner loop
Iteration 28, inertia 25495.3916285
start iteration
done sorting
end inner loop
Iteration 29, inertia 25494.1555128
start iteration
done sorting
end inner loop
Iteration 30, inertia 25493.1715584
start iteration
done sorting
end inner loop
Iteration 31, inertia 25492.0187759
start iteration
done sorting
end inner loop
Iteration 32, inertia 25490.4363292
start iteration
done sorting
end inner loop
Iteration 33, inertia 25488.6811574
start iteration
done sorting
end inner loop
Iteration 34, inertia 25487.7944262
start iteration
done sorting
end inner loop
Iteration 35, inertia 25486.6759501
start iteration
done sorting
end inner loop
Iteration 36, inertia 25485.3640609
start iteration
done sorting
end inner loop
Iteration 37, inertia 25484.6819347
start iteration
done sorting
end inner loop
Iteration 38, inertia 25484.4098132
start iteration
done sorting
end inner loop
Iteration 39, inertia 25483.9927364
start iteration
done sorting
end inner loop
Iteration 40, inertia 25483.1827168
start iteration
done sorting
end inner loop
Iteration 41, inertia 25482.2143813
start iteration
done sorting
end inner loop
Iteration 42, inertia 25481.9868833
start iteration
done sorting
end inner loop
Iteration 43, inertia 25481.83266
start iteration
done sorting
end inner loop
Iteration 44, inertia 25481.701982
start iteration
done sorting
end inner loop
Iteration 45, inertia 25481.4247281
start iteration
done sorting
end inner loop
Iteration 46, inertia 25481.126934
start iteration
done sorting
end inner loop
Iteration 47, inertia 25480.9035868
start iteration
done sorting
end inner loop
Iteration 48, inertia 25480.6986079
start iteration
done sorting
end inner loop
Iteration 49, inertia 25479.9487915
start iteration
done sorting
end inner loop
Iteration 50, inertia 25479.8330567
start itInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27726.3932833
start iteration
done sorting
end inner loop
Iteration 1, inertia 26692.5761935
start iteration
done sorting
end inner loop
Iteration 2, inertia 26161.8254717
start iteration
done sorting
end inner loop
Iteration 3, inertia 25883.4908749
start iteration
done sorting
end inner loop
Iteration 4, inertia 25737.3693966
start iteration
done sorting
end inner loop
Iteration 5, inertia 25649.027699
start iteration
done sorting
end inner loop
Iteration 6, inertia 25590.0096485
start iteration
done sorting
end inner loop
Iteration 7, inertia 25549.7873985
start iteration
done sorting
end inner loop
Iteration 8, inertia 25520.3897332
start iteration
done sorting
end inner loop
Iteration 9, inertia 25495.29311
start iteration
done sorting
end inner loop
Iteration 10, inertia 25474.3254823
start iteration
done sorting
end inner loop
Iteration 11, inertia 25458.2350586
start iteration
done sorting
end inner loop
Iteration 12, inertia 25441.5797431
start iteration
done sorting
end inner loop
Iteration 13, inertia 25426.6077644
start iteration
done sorting
end inner loop
Iteration 14, inertia 25413.8718747
start iteration
done sorting
end inner loop
Iteration 15, inertia 25402.3474441
start iteration
done sorting
end inner loop
Iteration 16, inertia 25393.0566988
start iteration
done sorting
end inner loop
Iteration 17, inertia 25385.7495081
start iteration
done sorting
end inner loop
Iteration 18, inertia 25378.9450634
start iteration
done sorting
end inner loop
Iteration 19, inertia 25372.3755816
start iteration
done sorting
end inner loop
Iteration 20, inertia 25368.2381136
start iteration
done sorting
end inner loop
Iteration 21, inertia 25365.1236529
start iteration
done sorting
end inner loop
Iteration 22, inertia 25361.0936954
start iteration
done sorting
end inner loop
Iteration 23, inertia 25356.5974108
start iteration
done sorting
end inner loop
Iteration 24, inertia 25353.5942716
start iteration
done sorting
end inner loop
Iteration 25, inertia 25351.8550401
start iteration
done sorting
end inner loop
Iteration 26, inertia 25350.9393122
start iteration
done sorting
end inner loop
Iteration 27, inertia 25349.4566907
start iteration
done sorting
end inner loop
Iteration 28, inertia 25348.8579775
start iteration
done sorting
end inner loop
Iteration 29, inertia 25348.2311514
start iteration
done sorting
end inner loop
Iteration 30, inertia 25347.7011631
start iteration
done sorting
end inner loop
Iteration 31, inertia 25347.2099652
start iteration
done sorting
end inner loop
Iteration 32, inertia 25346.6896732
start iteration
done sorting
end inner loop
Iteration 33, inertia 25346.2772483
start iteration
done sorting
end inner loop
Iteration 34, inertia 25345.8336929
start iteration
done sorting
end inner loop
Iteration 35, inertia 25345.0362462
start iteration
done sorting
end inner loop
Iteration 36, inertia 25343.743095
start iteration
done sorting
end inner loop
Iteration 37, inertia 25341.9377638
start iteration
done sorting
end inner loop
Iteration 38, inertia 25339.7149651
start iteration
done sorting
end inner loop
Iteration 39, inertia 25338.2207894
start iteration
done sorting
end inner loop
Iteration 40, inertia 25337.6392568
start iteration
done sorting
end inner loop
Iteration 41, inertia 25336.9283475
start iteration
done sorting
end inner loop
Iteration 42, inertia 25336.3702657
start iteration
done sorting
end inner loop
Iteration 43, inertia 25335.8643016
start iteration
done sorting
end inner loop
Iteration 44, inertia 25335.2445789
start iteration
done sorting
end inner loop
Iteration 45, inertia 25334.5829181
start iteration
done sorting
end inner loop
Iteration 46, inertia 25333.7763778
start iteration
done sorting
end inner loop
Iteration 47, inertia 25332.9521071
start iteration
done sorting
end inner loop
Iteration 48, inertia 25332.9101792
start iteration
done sorting
end inner loop
Iteration 49, inertia 25332.8686596
start iteration
done sorting
end inner loop
Iteration 50, inertia 25332.8078645
start Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27749.1558902
start iteration
done sorting
end inner loop
Iteration 1, inertia 26821.529342
start iteration
done sorting
end inner loop
Iteration 2, inertia 26411.6898573
start iteration
done sorting
end inner loop
Iteration 3, inertia 26215.2386952
start iteration
done sorting
end inner loop
Iteration 4, inertia 26094.6097996
start iteration
done sorting
end inner loop
Iteration 5, inertia 25999.377136
start iteration
done sorting
end inner loop
Iteration 6, inertia 25908.7085053
start iteration
done sorting
end inner loop
Iteration 7, inertia 25845.3399202
start iteration
done sorting
end inner loop
Iteration 8, inertia 25812.2485996
start iteration
done sorting
end inner loop
Iteration 9, inertia 25783.9688358
start iteration
done sorting
end inner loop
Iteration 10, inertia 25760.3643017
start iteration
done sorting
end inner loop
Iteration 11, inertia 25745.2877645
start iteration
done sorting
end inner loop
Iteration 12, inertia 25728.6783921
start iteration
done sorting
end inner loop
Iteration 13, inertia 25714.6085648
start iteration
done sorting
end inner loop
Iteration 14, inertia 25704.4096094
start iteration
done sorting
end inner loop
Iteration 15, inertia 25697.2076755
start iteration
done sorting
end inner loop
Iteration 16, inertia 25690.1654824
start iteration
done sorting
end inner loop
Iteration 17, inertia 25681.7027555
start iteration
done sorting
end inner loop
Iteration 18, inertia 25673.2433313
start iteration
done sorting
end inner loop
Iteration 19, inertia 25666.8802924
start iteration
done sorting
end inner loop
Iteration 20, inertia 25661.0837851
start iteration
done sorting
end inner loop
Iteration 21, inertia 25654.8567663
start iteration
done sorting
end inner loop
Iteration 22, inertia 25650.5910574
start iteration
done sorting
end inner loop
Iteration 23, inertia 25648.1142606
start iteration
done sorting
end inner loop
Iteration 24, inertia 25645.9975696
start iteration
done sorting
end inner loop
Iteration 25, inertia 25644.7176514
start iteration
done sorting
end inner loop
Iteration 26, inertia 25643.8054575
start iteration
done sorting
end inner loop
Iteration 27, inertia 25642.0529129
start iteration
done sorting
end inner loop
Iteration 28, inertia 25640.2972641
start iteration
done sorting
end inner loop
Iteration 29, inertia 25638.9623238
start iteration
done sorting
end inner loop
Iteration 30, inertia 25636.7633207
start iteration
done sorting
end inner loop
Iteration 31, inertia 25635.3470329
start iteration
done sorting
end inner loop
Iteration 32, inertia 25634.0498956
start iteration
done sorting
end inner loop
Iteration 33, inertia 25632.5091623
start iteration
done sorting
end inner loop
Iteration 34, inertia 25630.7825933
start iteration
done sorting
end inner loop
Iteration 35, inertia 25629.4248112
start iteration
done sorting
end inner loop
Iteration 36, inertia 25628.5389406
start iteration
done sorting
end inner loop
Iteration 37, inertia 25627.1460477
start iteration
done sorting
end inner loop
Iteration 38, inertia 25626.3670709
start iteration
done sorting
end inner loop
Iteration 39, inertia 25625.4032853
start iteration
done sorting
end inner loop
Iteration 40, inertia 25624.5484117
start iteration
done sorting
end inner loop
Iteration 41, inertia 25623.3308865
start iteration
done sorting
end inner loop
Iteration 42, inertia 25622.5235581
start iteration
done sorting
end inner loop
Iteration 43, inertia 25621.5079507
start iteration
done sorting
end inner loop
Iteration 44, inertia 25620.7897185
start iteration
done sorting
end inner loop
Iteration 45, inertia 25620.4133596
start iteration
done sorting
end inner loop
Iteration 46, inertia 25619.9548821
start iteration
done sorting
end inner loop
Iteration 47, inertia 25619.5500416
start iteration
done sorting
end inner loop
Iteration 48, inertia 25619.3732761
start iteration
done sorting
end inner loop
Iteration 49, inertia 25619.1745606
start iteration
done sorting
end inner loop
Iteration 50, inertia 25619.0297113
starInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27882.761841
start iteration
done sorting
end inner loop
Iteration 1, inertia 27076.3414324
start iteration
done sorting
end inner loop
Iteration 2, inertia 26605.2769258
start iteration
done sorting
end inner loop
Iteration 3, inertia 26221.9525339
start iteration
done sorting
end inner loop
Iteration 4, inertia 25983.1097673
start iteration
done sorting
end inner loop
Iteration 5, inertia 25852.6332341
start iteration
done sorting
end inner loop
Iteration 6, inertia 25762.4086708
start iteration
done sorting
end inner loop
Iteration 7, inertia 25706.6386713
start iteration
done sorting
end inner loop
Iteration 8, inertia 25677.9631047
start iteration
done sorting
end inner loop
Iteration 9, inertia 25658.0185374
start iteration
done sorting
end inner loop
Iteration 10, inertia 25642.7466064
start iteration
done sorting
end inner loop
Iteration 11, inertia 25632.9344046
start iteration
done sorting
end inner loop
Iteration 12, inertia 25619.868598
start iteration
done sorting
end inner loop
Iteration 13, inertia 25607.4992128
start iteration
done sorting
end inner loop
Iteration 14, inertia 25595.7094316
start iteration
done sorting
end inner loop
Iteration 15, inertia 25583.5091517
start iteration
done sorting
end inner loop
Iteration 16, inertia 25572.6930544
start iteration
done sorting
end inner loop
Iteration 17, inertia 25561.6004134
start iteration
done sorting
end inner loop
Iteration 18, inertia 25553.6002742
start iteration
done sorting
end inner loop
Iteration 19, inertia 25545.9550167
start iteration
done sorting
end inner loop
Iteration 20, inertia 25538.6975874
start iteration
done sorting
end inner loop
Iteration 21, inertia 25533.7627994
start iteration
done sorting
end inner loop
Iteration 22, inertia 25531.2089892
start iteration
done sorting
end inner loop
Iteration 23, inertia 25529.0913118
start iteration
done sorting
end inner loop
Iteration 24, inertia 25526.7898175
start iteration
done sorting
end inner loop
Iteration 25, inertia 25525.1149505
start iteration
done sorting
end inner loop
Iteration 26, inertia 25524.2934295
start iteration
done sorting
end inner loop
Iteration 27, inertia 25522.98878
start iteration
done sorting
end inner loop
Iteration 28, inertia 25522.4941664
start iteration
done sorting
end inner loop
Iteration 29, inertia 25522.1208394
start iteration
done sorting
end inner loop
Iteration 30, inertia 25521.6193697
start iteration
done sorting
end inner loop
Iteration 31, inertia 25521.4497375
start iteration
done sorting
end inner loop
Iteration 32, inertia 25521.3732827
start iteration
done sorting
end inner loop
Iteration 33, inertia 25521.3598179
start iteration
done sorting
end inner loop
Iteration 34, inertia 25521.3422084
start iteration
done sorting
end inner loop
Iteration 35, inertia 25521.196081
start iteration
done sorting
end inner loop
Iteration 36, inertia 25521.1122293
start iteration
done sorting
end inner loop
Iteration 37, inertia 25520.8455141
start iteration
done sorting
end inner loop
Iteration 38, inertia 25520.5800396
start iteration
done sorting
end inner loop
Iteration 39, inertia 25520.3061893
start iteration
done sorting
end inner loop
Iteration 40, inertia 25520.1695723
start iteration
done sorting
end inner loop
Iteration 41, inertia 25519.7488616
start iteration
done sorting
end inner loop
Iteration 42, inertia 25518.4623209
start iteration
done sorting
end inner loop
Iteration 43, inertia 25517.8710053
start iteration
done sorting
end inner loop
Iteration 44, inertia 25517.2571007
start iteration
done sorting
end inner loop
Iteration 45, inertia 25516.8505656
start iteration
done sorting
end inner loop
Iteration 46, inertia 25516.6273061
start iteration
done sorting
end inner loop
Iteration 47, inertia 25516.5000935
start iteration
done sorting
end inner loop
Iteration 48, inertia 25516.5000935
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27396.9344762
start itInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27544.4390998
start iteration
done sorting
end inner loop
Iteration 1, inertia 26681.3741416
start iteration
done sorting
end inner loop
Iteration 2, inertia 26220.1742725
start iteration
done sorting
end inner loop
Iteration 3, inertia 25986.6391473
start iteration
done sorting
end inner loop
Iteration 4, inertia 25834.9841346
start iteration
done sorting
end inner loop
Iteration 5, inertia 25743.9329034
start iteration
done sorting
end inner loop
Iteration 6, inertia 25670.8322127
start iteration
done sorting
end inner loop
Iteration 7, inertia 25612.8607387
start iteration
done sorting
end inner loop
Iteration 8, inertia 25565.7201817
start iteration
done sorting
end inner loop
Iteration 9, inertia 25535.7035442
start iteration
done sorting
end inner loop
Iteration 10, inertia 25512.5513023
start iteration
done sorting
end inner loop
Iteration 11, inertia 25491.5299837
start iteration
done sorting
end inner loop
Iteration 12, inertia 25476.9494211
start iteration
done sorting
end inner loop
Iteration 13, inertia 25462.7126534
start iteration
done sorting
end inner loop
Iteration 14, inertia 25451.0299085
start iteration
done sorting
end inner loop
Iteration 15, inertia 25442.8696003
start iteration
done sorting
end inner loop
Iteration 16, inertia 25436.3068639
start iteration
done sorting
end inner loop
Iteration 17, inertia 25430.4498558
start iteration
done sorting
end inner loop
Iteration 18, inertia 25425.2363427
start iteration
done sorting
end inner loop
Iteration 19, inertia 25420.1703813
start iteration
done sorting
end inner loop
Iteration 20, inertia 25415.1511513
start iteration
done sorting
end inner loop
Iteration 21, inertia 25411.3889397
start iteration
done sorting
end inner loop
Iteration 22, inertia 25408.6583326
start iteration
done sorting
end inner loop
Iteration 23, inertia 25405.9781734
start iteration
done sorting
end inner loop
Iteration 24, inertia 25404.6300143
start iteration
done sorting
end inner loop
Iteration 25, inertia 25404.1498877
start iteration
done sorting
end inner loop
Iteration 26, inertia 25403.6883599
start iteration
done sorting
end inner loop
Iteration 27, inertia 25403.1575928
start iteration
done sorting
end inner loop
Iteration 28, inertia 25402.6351721
start iteration
done sorting
end inner loop
Iteration 29, inertia 25402.2690377
start iteration
done sorting
end inner loop
Iteration 30, inertia 25401.8448805
start iteration
done sorting
end inner loop
Iteration 31, inertia 25401.7197478
start iteration
done sorting
end inner loop
Iteration 32, inertia 25401.4470541
start iteration
done sorting
end inner loop
Iteration 33, inertia 25401.362184
start iteration
done sorting
end inner loop
Iteration 34, inertia 25400.9340169
start iteration
done sorting
end inner loop
Iteration 35, inertia 25400.5965412
start iteration
done sorting
end inner loop
Iteration 36, inertia 25400.2712522
start iteration
done sorting
end inner loop
Iteration 37, inertia 25400.2712522
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.045
Number of clusters: 19

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27216.6240229
start iteration
done sorting
end inner loop
Iteration 1, inertia 26423.7022936
start iteration
done sorting
end inner loop
Iteration 2, inertia 26135.6671444
start iteration
done sorting
end inner loop
Iteration 3, inertia 25966.3435279
start iteration
done sorting
end inner loop
Iteration 4, inertia 25848.9156142
start iteration
done sorting
end inner loop
Iteration 5, inertia 25726.1954677
start iteration
done sorting
end inner loop
Iteration 6, inertia 25633.745793
start iteration
done sorting
end inner loop
Iteration 7, inertia 25565.4698052
start iteration
done sorting
end inner loop
Iteration 8, inertia 25516.4444903
start iteration
done sorting
end inner loop
Iteration 9, inertia 25472.9486697
start iteration
done sorting
end inner loop
Iteration 10, inertia 25450.4280877
start iteration
done sorting
end inner loop
Iteration 11, inertia 25438.445909
start iteration
done sorting
end inner loop
Iteration 12, inertia 25428.6514256
start iteration
done sorting
end inner loop
Iteration 13, inertia 25420.7504592
start iteration
done sorting
end inner loop
Iteration 14, inertia 25412.3170817
start iteration
done sorting
end inner loop
Iteration 15, inertia 25406.0764889
start iteration
done sorting
end inner loop
Iteration 16, inertia 25399.5868938
start iteration
done sorting
end inner loop
Iteration 17, inertia 25394.2793942
start iteration
done sorting
end inner loop
Iteration 18, inertia 25390.4782304
start iteration
done sorting
end inner loop
Iteration 19, inertia 25386.021661
start iteration
done sorting
end inner loop
Iteration 20, inertia 25381.8594263
start iteration
done sorting
end inner loop
Iteration 21, inertia 25377.0509386
start iteration
done sorting
end inner loop
Iteration 22, inertia 25370.9320181
start iteration
done sorting
end inner loop
Iteration 23, inertia 25362.6311665
start iteration
done sorting
end inner loop
Iteration 24, inertia 25357.0705796
start iteration
done sorting
end inner loop
Iteration 25, inertia 25352.2747803
start iteration
done sorting
end inner loop
Iteration 26, inertia 25347.0795162
start iteration
done sorting
end inner loop
Iteration 27, inertia 25342.1159188
start iteration
done sorting
end inner loop
Iteration 28, inertia 25338.2447827
start iteration
done sorting
end inner loop
Iteration 29, inertia 25334.1340207
start iteration
done sorting
end inner loop
Iteration 30, inertia 25329.401288
start iteration
done sorting
end inner loop
Iteration 31, inertia 25325.5245989
start iteration
done sorting
end inner loop
Iteration 32, inertia 25324.6056182
start iteration
done sorting
end inner loop
Iteration 33, inertia 25323.9835061
start iteration
done sorting
end inner loop
Iteration 34, inertia 25322.6747676
start iteration
done sorting
end inner loop
Iteration 35, inertia 25321.8968497
start iteration
done sorting
end inner loop
Iteration 36, inertia 25321.4094154
start iteration
done sorting
end inner loop
Iteration 37, inertia 25321.1897334
start iteration
done sorting
end inner loop
Iteration 38, inertia 25321.0974403
start iteration
done sorting
end inner loop
Iteration 39, inertia 25320.4348038
start iteration
done sorting
end inner loop
Iteration 40, inertia 25319.255
start iteration
done sorting
end inner loop
Iteration 41, inertia 25318.2073999
start iteration
done sorting
end inner loop
Iteration 42, inertia 25318.0324222
start iteration
done sorting
end inner loop
Iteration 43, inertia 25317.6852731
start iteration
done sorting
end inner loop
Iteration 44, inertia 25317.5197238
start iteration
done sorting
end inner loop
Iteration 45, inertia 25317.4404147
start iteration
done sorting
end inner loop
Iteration 46, inertia 25317.4404147
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27435.9183013
start iteration
done sorting
end inner loop
Iteration 1, inertia 26644.1153154
start iteration
done sorting
end inner loop
Iteration 2, inertia 26176.1015825
start iteration
done sorting
end inner loop
Iteration 3, inertia 25914.8268545
start iteration
done sorting
end inner loop
Iteration 4, inertia 25731.7000661
start iteration
done sorting
end inner loop
Iteration 5, inertia 25605.3224106
start iteration
done sorting
end inner loop
Iteration 6, inertia 25522.0558875
start iteration
done sorting
end inner loop
Iteration 7, inertia 25470.3475133
start iteration
done sorting
end inner loop
Iteration 8, inertia 25436.4997914
start iteration
done sorting
end inner loop
Iteration 9, inertia 25413.9102728
start iteration
done sorting
end inner loop
Iteration 10, inertia 25394.2316437
start iteration
done sorting
end inner loop
Iteration 11, inertia 25379.9770571
start iteration
done sorting
end inner loop
Iteration 12, inertia 25365.4085192
start iteration
done sorting
end inner loop
Iteration 13, inertia 25351.18601
start iteration
done sorting
end inner loop
Iteration 14, inertia 25337.7701543
start iteration
done sorting
end inner loop
Iteration 15, inertia 25327.8207433
start iteration
done sorting
end inner loop
Iteration 16, inertia 25319.2492176
start iteration
done sorting
end inner loop
Iteration 17, inertia 25310.7028144
start iteration
done sorting
end inner loop
Iteration 18, inertia 25300.7515383
start iteration
done sorting
end inner loop
Iteration 19, inertia 25291.0676706
start iteration
done sorting
end inner loop
Iteration 20, inertia 25280.8869974
start iteration
done sorting
end inner loop
Iteration 21, inertia 25271.8189866
start iteration
done sorting
end inner loop
Iteration 22, inertia 25264.1067204
start iteration
done sorting
end inner loop
Iteration 23, inertia 25259.8884161
start iteration
done sorting
end inner loop
Iteration 24, inertia 25254.3309402
start iteration
done sorting
end inner loop
Iteration 25, inertia 25249.8956149
start iteration
done sorting
end inner loop
Iteration 26, inertia 25245.5285485
start iteration
done sorting
end inner loop
Iteration 27, inertia 25241.4803569
start iteration
done sorting
end inner loop
Iteration 28, inertia 25236.4583911
start iteration
done sorting
end inner loop
Iteration 29, inertia 25231.6922971
start iteration
done sorting
end inner loop
Iteration 30, inertia 25228.5766488
start iteration
done sorting
end inner loop
Iteration 31, inertia 25225.254013
start iteration
done sorting
end inner loop
Iteration 32, inertia 25223.5841753
start iteration
done sorting
end inner loop
Iteration 33, inertia 25221.1843196
start iteration
done sorting
end inner loop
Iteration 34, inertia 25218.9249696
start iteration
done sorting
end inner loop
Iteration 35, inertia 25216.7976819
start iteration
done sorting
end inner loop
Iteration 36, inertia 25215.7122696
start iteration
done sorting
end inner loop
Iteration 37, inertia 25214.674147
start iteration
done sorting
end inner loop
Iteration 38, inertia 25213.5831669
start iteration
done sorting
end inner loop
Iteration 39, inertia 25212.8778893
start iteration
done sorting
end inner loop
Iteration 40, inertia 25212.558689
start iteration
done sorting
end inner loop
Iteration 41, inertia 25212.4685136
start iteration
done sorting
end inner loop
Iteration 42, inertia 25212.2151983
start iteration
done sorting
end inner loop
Iteration 43, inertia 25212.0936974
start iteration
done sorting
end inner loop
Iteration 44, inertia 25211.6769897
start iteration
done sorting
end inner loop
Iteration 45, inertia 25211.3253481
start iteration
done sorting
end inner loop
Iteration 46, inertia 25211.1311446
start iteration
done sorting
end inner loop
Iteration 47, inertia 25210.9062487
start iteration
done sorting
end inner loop
Iteration 48, inertia 25210.5768347
start iteration
done sorting
end inner loop
Iteration 49, inertia 25209.9108186
start iteration
done sorting
end inner loop
Iteration 50, inertia 25209.3782802
start iteration
done sorting
end inner loop
Iteration 51, inertia 25209.1138494
start iteration
done sorting
end inner loop
Iteration 52, inertia 25209.1026494
start iteration
done sorting
end inner loop
Iteration 53, inertia 25209.084358
start iteration
done sorting
end inner loop
Iteration 54, inertia 25209.0649782
start iteration
done sorting
end inner loop
Iteration 55, inertia 25208.9639484
start iteration
done sorting
end inner loop
Iteration 56, inertia 25208.8627478
start iteration
done sorting
end inner loop
Iteration 57, inertia 25208.7759768
start iteration
done sorting
end inner loop
Iteration 58, inertia 25208.6320602
start iteration
done sorting
end inner loop
Iteration 59, inertia 25208.6320602
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27789.7747179
start iteration
done sorting
end inner loop
Iteration 1, inertia 26557.9901051
start iteration
done sorting
end inner loop
Iteration 2, inertia 26061.4958775
start iteration
done sorting
end inner loop
Iteration 3, inertia 25860.5442977
start iteration
done sorting
end inner loop
Iteration 4, inertia 25772.9987312
start iteration
donInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27242.0099599
start iteration
done sorting
end inner loop
Iteration 1, inertia 26507.210215
start iteration
done sorting
end inner loop
Iteration 2, inertia 26170.0044642
start iteration
done sorting
end inner loop
Iteration 3, inertia 25990.7119285
start iteration
done sorting
end inner loop
Iteration 4, inertia 25855.5215937
start iteration
done sorting
end inner loop
Iteration 5, inertia 25742.2380446
start iteration
done sorting
end inner loop
Iteration 6, inertia 25666.6946272
start iteration
done sorting
end inner loop
Iteration 7, inertia 25611.9097961
start iteration
done sorting
end inner loop
Iteration 8, inertia 25569.9077335
start iteration
done sorting
end inner loop
Iteration 9, inertia 25542.251881
start iteration
done sorting
end inner loop
Iteration 10, inertia 25528.6425995
start iteration
done sorting
end inner loop
Iteration 11, inertia 25516.8192705
start iteration
done sorting
end inner loop
Iteration 12, inertia 25503.2593303
start iteration
done sorting
end inner loop
Iteration 13, inertia 25488.6103207
start iteration
done sorting
end inner loop
Iteration 14, inertia 25479.2773904
start iteration
done sorting
end inner loop
Iteration 15, inertia 25469.6041709
start iteration
done sorting
end inner loop
Iteration 16, inertia 25460.1343572
start iteration
done sorting
end inner loop
Iteration 17, inertia 25454.3611159
start iteration
done sorting
end inner loop
Iteration 18, inertia 25450.9949394
start iteration
done sorting
end inner loop
Iteration 19, inertia 25448.4890114
start iteration
done sorting
end inner loop
Iteration 20, inertia 25444.5345215
start iteration
done sorting
end inner loop
Iteration 21, inertia 25439.6725756
start iteration
done sorting
end inner loop
Iteration 22, inertia 25436.4091131
start iteration
done sorting
end inner loop
Iteration 23, inertia 25434.7452594
start iteration
done sorting
end inner loop
Iteration 24, inertia 25433.4215159
start iteration
done sorting
end inner loop
Iteration 25, inertia 25432.0298075
start iteration
done sorting
end inner loop
Iteration 26, inertia 25430.9980281
start iteration
done sorting
end inner loop
Iteration 27, inertia 25429.8318652
start iteration
done sorting
end inner loop
Iteration 28, inertia 25428.6588587
start iteration
done sorting
end inner loop
Iteration 29, inertia 25427.4806002
start iteration
done sorting
end inner loop
Iteration 30, inertia 25426.2353681
start iteration
done sorting
end inner loop
Iteration 31, inertia 25424.9007088
start iteration
done sorting
end inner loop
Iteration 32, inertia 25423.8461386
start iteration
done sorting
end inner loop
Iteration 33, inertia 25422.6163537
start iteration
done sorting
end inner loop
Iteration 34, inertia 25420.951495
start iteration
done sorting
end inner loop
Iteration 35, inertia 25419.6674124
start iteration
done sorting
end inner loop
Iteration 36, inertia 25419.3620002
start iteration
done sorting
end inner loop
Iteration 37, inertia 25418.9746209
start iteration
done sorting
end inner loop
Iteration 38, inertia 25418.9159233
start iteration
done sorting
end inner loop
Iteration 39, inertia 25418.9159233
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27599.4678721
start iteration
done sorting
end inner loop
Iteration 1, inertia 26468.0896296
start iteration
done sorting
end inner loop
Iteration 2, inertia 25948.0007049
start iteration
done sorting
end inner loop
Iteration 3, inertia 25756.6364786
start iteration
done sorting
end inner loop
Iteration 4, inertia 25658.0348234
start iteration
done sorting
end inner loop
Iteration 5, inertia 25603.4652397
start iteration
done sorting
end inner loop
Iteration 6, inertia 25560.0556486
start iteration
done sorting
end inner loop
Iteration 7, inertia 25521.1546605
start iteration
done sorting
end inner loop
Iteration 8, inertia 25492.6226392
start iteration
done sorting
end inner loop
Iteration 9, inertia 25467.3225641
start iterationInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27527.0619701
start iteration
done sorting
end inner loop
Iteration 1, inertia 26646.8404651
start iteration
done sorting
end inner loop
Iteration 2, inertia 26278.2562084
start iteration
done sorting
end inner loop
Iteration 3, inertia 26117.7211594
start iteration
done sorting
end inner loop
Iteration 4, inertia 26038.4555137
start iteration
done sorting
end inner loop
Iteration 5, inertia 25983.3790323
start iteration
done sorting
end inner loop
Iteration 6, inertia 25946.1741148
start iteration
done sorting
end inner loop
Iteration 7, inertia 25920.2502551
start iteration
done sorting
end inner loop
Iteration 8, inertia 25904.1925771
start iteration
done sorting
end inner loop
Iteration 9, inertia 25890.6890048
start iteration
done sorting
end inner loop
Iteration 10, inertia 25877.7818202
start iteration
done sorting
end inner loop
Iteration 11, inertia 25868.4950037
start iteration
done sorting
end inner loop
Iteration 12, inertia 25858.7171644
start iteration
done sorting
end inner loop
Iteration 13, inertia 25851.3560886
start iteration
done sorting
end inner loop
Iteration 14, inertia 25845.4479978
start iteration
done sorting
end inner loop
Iteration 15, inertia 25839.8813802
start iteration
done sorting
end inner loop
Iteration 16, inertia 25833.3755972
start iteration
done sorting
end inner loop
Iteration 17, inertia 25828.3709004
start iteration
done sorting
end inner loop
Iteration 18, inertia 25822.4286849
start iteration
done sorting
end inner loop
Iteration 19, inertia 25815.7780388
start iteration
done sorting
end inner loop
Iteration 20, inertia 25808.3147196
start iteration
done sorting
end inner loop
Iteration 21, inertia 25801.3995138
start iteration
done sorting
end inner loop
Iteration 22, inertia 25793.2499911
start iteration
done sorting
end inner loop
Iteration 23, inertia 25785.5192853
start iteration
done sorting
end inner loop
Iteration 24, inertia 25775.7724108
start iteration
done sorting
end inner loop
Iteration 25, inertia 25755.8118602
start iteration
done sorting
end inner loop
Iteration 26, inertia 25744.3515799
start iteration
done sorting
end inner loop
Iteration 27, inertia 25738.8612977
start iteration
done sorting
end inner loop
Iteration 28, inertia 25733.8438416
start iteration
done sorting
end inner loop
Iteration 29, inertia 25727.458577
start iteration
done sorting
end inner loop
Iteration 30, inertia 25722.8635247
start iteration
done sorting
end inner loop
Iteration 31, inertia 25718.6784984
start iteration
done sorting
end inner loop
Iteration 32, inertia 25716.3033775
start iteration
done sorting
end inner loop
Iteration 33, inertia 25714.6038255
start iteration
done sorting
end inner loop
Iteration 34, inertia 25713.0599097
start iteration
done sorting
end inner loop
Iteration 35, inertia 25712.692589
start iteration
done sorting
end inner loop
Iteration 36, inertia 25712.1530232
start iteration
done sorting
end inner loop
Iteration 37, inertia 25711.7791082
start iteration
done sorting
end inner loop
Iteration 38, inertia 25711.3485161
start iteration
done sorting
end inner loop
Iteration 39, inertia 25711.1557309
start iteration
done sorting
end inner loop
Iteration 40, inertia 25711.0375172
start iteration
done sorting
end inner loop
Iteration 41, inertia 25710.7874201
start iteration
done sorting
end inner loop
Iteration 42, inertia 25710.5314
start iteration
done sorting
end inner loop
Iteration 43, inertia 25710.5314
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27731.8907409
start iteration
done sorting
end inner loop
Iteration 1, inertia 26828.9715992
start iteration
done sorting
end inner loop
Iteration 2, inertia 26316.1686233
start iteration
done sorting
end inner loop
Iteration 3, inertia 25994.8909123
start iteration
done sorting
end inner loop
Iteration 4, inertia 25809.2165948
start iteration
done sorting
end inner loop
Iteration 5, inertia 25682.2976999
start iteration
done sorting
end inner loop
Iteration 6, inertia 25604.8884792
start iteration
done sorting
end inner loop
Iteration 7, inertia 25554.6620849
start iteration
done sorting
end inner loop
Iteration 8, inertia 25522.4239407
start iteration
done sorting
end inner loop
Iteration 9, inertia 25498.1515026
start iteration
done sorting
end inner loop
Iteration 10, inertia 25480.2199197
start iteration
done sorting
end inner loop
Iteration 11, inertia 25466.8183657
start iteration
done sorting
end inner loop
Iteration 12, inertia 25454.5990168
start iteration
done sorting
end inner loop
Iteration 13, inertia 25441.0488335
start iteration
done sorting
end inner loop
Iteration 14, inertia 25427.3468785
start iteration
done sorting
end inner loop
Iteration 15, inertia 25415.4788849
start iteration
done sorting
end inner loop
Iteration 16, inertia 25406.2616134
start iteration
done sorting
end inner loop
Iteration 17, inertia 25402.8609515
start iteration
done sorting
end inner loop
Iteration 18, inertia 25401.182323
start iteration
done sorting
end inner loop
Iteration 19, inertia 25398.8701803
start iteration
done sorting
end inner loop
Iteration 20, inertia 25397.9301925
start iteration
done sorting
end inner loop
Iteration 21, inertia 25397.4337483
start iteration
done sorting
end inner loop
Iteration 22, inertia 25396.868734
start iteration
done sorting
end inner loop
Iteration 23, inertia 25395.9780077
start iteration
done sorting
end inner loop
Iteration 24, inertia 25394.7094343
start iteration
done sorting
end inner loop
Iteration 25, inertia 25393.8403004
start iteration
done sorting
end inner loop
Iteration 26, inertia 25392.4788147
start iteration
done sorting
end inner loop
Iteration 27, inertia 25391.2843714
start iteration
done sorting
end inner loop
Iteration 28, inertia 25390.6307423
start iteration
done sorting
end inner loop
Iteration 29, inertia 25390.3291888
start iteration
done sorting
end inner loop
Iteration 30, inertia 25389.7374846
start iteration
done sorting
end inner loop
Iteration 31, inertia 25389.2834793
start iteration
done sorting
end inner loop
Iteration 32, inertia 25389.0654946
start iteration
done sorting
end inner loop
Iteration 33, inertia 25388.9228761
start iteration
done sorting
end inner loop
Iteration 34, inertia 25388.9228761
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.044
Number of clusters: 20

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 28206.0119528
start iteration
done sorting
end inner loop
Iteration 1, inertia 27126.4270834
start iteration
done sorting
end inner loop
Iteration 2, inertia 26293.4574808
start iteration
done sorting
end inner loop
Iteration 3, inertia 25887.1698154
start iteration
done sorting
end inner loop
Iteration 4, inertia 25693.777327
start iteration
done sorting
end inner loop
Iteration 5, inertia 25589.0552595
start iteration
done sorting
end inner loop
Iteration 6, inertia 25528.533463
start iteration
done sorting
end inner loop
Iteration 7, inertia 25481.4111879
start iteration
done sorting
end inner loop
Iteration 8, inertia 25444.7177739
start iteration
done sorting
end inner loop
Iteration 9, inertia 25422.734204
start iteration
done sorting
end inner loop
Iteration 10, inertia 25401.5595718
start iteration
done sorting
end inner loop
Iteration 11, inertia 25389.1076599
start iteration
done sorting
end inner loop
Iteration 12, inertia 25379.0472096
start iteration
done sorting
end inner loop
Iteration 13, inertia 25372.8762432
start iteration
done sorting
end inner loop
Iteration 14, inertia 25367.1337972
start iteration
done sorting
end inner loop
Iteration 15, inertia 25360.4263041
start iteration
done sorting
end inner loop
Iteration 16, inertia 25352.0037349
start iteration
done sorting
end inner loop
Iteration 17, inertia 25339.8334121
start iteration
done sorting
end inner loop
Iteration 18, inertia 25332.491129
start iteration
done sorting
end inner loop
Iteration 19, inertia 25324.2162142
start iteration
done sorting
end inner loop
Iteration 20, inertia 25315.6310391
start iteration
done sorting
end inner loop
Iteration 21, inertia 25309.9566226
start iteration
done sorting
end inner loop
Iteration 22, inertia 25306.9831327
start iteration
done sorting
end inner loop
Iteration 23, inertia 25302.9710703
start iteration
done sorting
end inner loop
Iteration 24, inertia 25300.0052657
start iteration
done sorting
end inner loop
Iteration 25, inertia 25297.1495096
start iteration
done sorting
end inner loop
Iteration 26, inertia 25296.517995
start iteration
done sorting
end inner loop
Iteration 27, inertia 25296.0294243
start iteration
done sorting
end inner loop
Iteration 28, inertia 25295.9255985
start iteration
done sorting
end inner loop
Iteration 29, inertia 25295.7819282
start iteration
done sorting
end inner loop
Iteration 30, inertia 25295.6343581
start iteration
done sorting
end inner loop
Iteration 31, inertia 25295.5118633
start iteration
done sorting
end inner loop
Iteration 32, inertia 25295.3900392
start iteration
done sorting
end inner loop
Iteration 33, inertia 25295.3361245
start iteration
done sorting
end inner loop
Iteration 34, inertia 25295.0578858
start iteration
done sorting
end inner loop
Iteration 35, inertia 25294.9928977
start iteration
done sorting
end inner loop
Iteration 36, inertia 25294.9631761
start iteration
done sorting
end inner loop
Iteration 37, inertia 25294.8928986
start iteration
done sorting
end inner loop
Iteration 38, inertia 25294.8928986
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27805.0936059
start iteration
done sorting
end inner loop
Iteration 1, inertia 26595.193706
start iteration
done sorting
end inner loop
Iteration 2, inertia 26038.023844
start iteration
done sorting
end inner loop
Iteration 3, inertia 25788.0661085
start iteration
done sorting
end inner loop
Iteration 4, inertia 25616.4646259
start iteration
done sorting
end inner loop
Iteration 5, inertia 25487.4646056
start iteration
done sorting
end inner loop
Iteration 6, inertia 25399.5799479
start iteration
done sorting
end inner loop
Iteration 7, inertia 25350.5483566
start iteration
done sorting
end inner loop
Iteration 8, inertia 25314.3284766
start iteration
done sorting
end inner loop
Iteration 9, inertia 25287.0237416
start iteration
done sorting
end inner loop
Iteration 10, inertia 25272.2420197
start iteration
done sorting
end inner loop
Iteration 11, inertia 25260.9306072
start iteration
done sorting
end inner loop
Iteration 12, inertia 25255.6758083
start iteration
done sorting
end inner loop
Iteration 13, inertia 25250.9400566
start iteration
done sorting
end inner loop
Iteration 14, inertia 25247.1522537
start iteration
done sorting
end inner loop
Iteration 15, inertia 25244.1263924
start iteration
done sorting
end inner loop
Iteration 16, inertia 25241.1202127
start iteration
done sorting
end inner loop
Iteration 17, inertia 25239.0118108
start iteration
done sorting
end inner loop
Iteration 18, inertia 25237.5004678
start iteration
done sorting
end inner loop
Iteration 19, inertia 25235.519849
start iteration
done sorting
end inner loop
Iteration 20, inertia 25232.6579651
start iteration
done sorting
end inner loop
Iteration 21, inertia 25230.57083
start iteration
done sorting
end inner loop
Iteration 22, inertia 25229.5692683
start iteration
done sorting
end inner loop
Iteration 23, inertia 25228.9035067
start iteration
done sorting
end inner loop
Iteration 24, inertia 25228.3283543
start iteration
done sorting
end inner loop
Iteration 25, inertia 25227.8986888
start iteration
done sorting
end inner loop
Iteration 26, inertia 25227.8534303
start iteration
done sorting
end inner loop
Iteration 27, inertia 25227.7024174
start iteration
done sorting
end inner loop
Iteration 28, inertia 25227.5874366
start iteration
done sorting
end inner loop
Iteration 29, inertia 25227.5421389
start iteration
done sorting
end inner loop
Iteration 30, inertia 25227.4270216
start iteration
done sorting
end inner loop
Iteration 31, inertia 25227.1081285
start iteration
done sorting
end inner loop
Iteration 32, inertia 25226.0953371
start iteration
done sorting
end inner loop
Iteration 33, inertia 25225.0224387
start iteration
done sorting
end inner loop
Iteration 34, inertia 25224.14657
start iteration
done sorting
end inner loop
Iteration 35, inertia 25223.4061752
start iteration
done sorting
end inner loop
Iteration 36, inertia 25222.4074505
start iteration
done sorting
end inner loop
Iteration 37, inertia 25221.3751318
start iteration
done sorting
end inner loop
Iteration 38, inertia 25220.5014648
start iteration
done sorting
end inner loop
Iteration 39, inertia 25218.8344246
start iteration
done sorting
end inner loop
Iteration 40, inertia 25216.0278705
start iteration
done sorting
end inner loop
Iteration 41, inertia 25212.6751356
start iteration
done sorting
end inner loop
Iteration 42, inertia 25209.7646329
start iteration
done sorting
end inner loop
Iteration 43, inertia 25207.9133971
start iteration
done sorting
end inner loop
Iteration 44, inertia 25206.1560619
start iteration
done sorting
end inner loop
Iteration 45, inertia 25203.7955558
start iteration
done sorting
end inner loop
Iteration 46, inertia 25202.0616227
start iteration
done sorting
end inner loop
Iteration 47, inertia 25201.5174152
start iteration
done sorting
end inner loop
Iteration 48, inertia 25201.2431404
start iteration
done sorting
end inner loop
Iteration 49, inertia 25201.0819183
start iteration
done sorting
end inner loop
Iteration 50, inertia 25200.8119953
start iteration
done sorting
end inner loop
Iteration 51, inertia 25200.5300069
start iteration
done sorting
end inner loop
Iteration 52, inertia 25200.2019008
start iteration
done sorting
end inner loop
Iteration 53, inertia 25200.2019008
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.037
Number of clusters: 21

Silhouette Coefficient: 0.020
Number of clusters: 10

Silhouette Coefficient: -0.033
Number of clusters: 22

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26796.9797954
start iteration
done sorting
end inner loop
Iteration 1, inertia 26118.0397724
start iteration
done sorting
end inner loop
Iteration 2, inertia 25835.4870228
start iteration
done sorting
end inner loop
Iteration 3, inertia 25690.2449184
start iteration
done sorting
end inner loop
Iteration 4, inertia 25602.6765118
start iteration
done sorting
end inner loop
Iteration 5, inertia 25561.0965529
start iteration
done sorting
end inner loop
Iteration 6, inertia 25533.5632323
start iteration
done sorting
end inner loop
Iteration 7, inertia 25513.0139716
start iteration
done sorting
end inner loop
Iteration 8, inertia 25499.041855
start iteration
done sorting
end inner loop
Iteration 9, inertia 25487.9179666
start iteration
done sorting
end inner loop
Iteration 10, inertia 25477.6814165
start iteration
done sorting
end inner loop
Iteration 11, inertia 25465.0761079
start iteration
done sorting
end inner loop
Iteration 12, inertia 25451.83013
start iteration
done sorting
end inner loop
Iteration 13, inertia 25436.4249459
start iteration
done sorting
end inner loop
Iteration 14, inertia 25423.0310278
start iteration
done sorting
end inner loop
Iteration 15, inertia 25414.9609299
start iteration
done sorting
end inner loop
Iteration 16, inertia 25407.4274236
start iteration
done sorting
end inner loop
Iteration 17, inertia 25397.7596696
start iteration
done sorting
end inner loop
Iteration 18, inertia 25387.4057969
start iteration
done sorting
end inner loop
Iteration 19, inertia 25378.5800919
start iteration
done sorting
end inner loop
Iteration 20, inertia 25371.2108431
start iteration
done sorting
end inner loop
Iteration 21, inertia 25363.7523888
start iteration
done sorting
end inner loop
Iteration 22, inertia 25358.174282
start iteration
done sorting
end inner loop
Iteration 23, inertia 25352.3629483
start iteration
done sorting
end inner loop
Iteration 24, inertia 25347.1062274
start iteration
done sorting
end inner loop
Iteration 25, inertia 25342.9134934
start iteration
done sorting
end inner loop
Iteration 26,Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27760.2398444
start iteration
done sorting
end inner loop
Iteration 1, inertia 26812.083676
start iteration
done sorting
end inner loop
Iteration 2, inertia 26355.3932723
start iteration
done sorting
end inner loop
Iteration 3, inertia 26100.9302139
start iteration
done sorting
end inner loop
Iteration 4, inertia 25946.2069182
start iteration
done sorting
end inner loop
Iteration 5, inertia 25834.1220595
start iteration
done sorting
end inner loop
Iteration 6, inertia 25737.5370056
start iteration
done sorting
end inner loop
Iteration 7, inertia 25670.607512
start iteration
done sorting
end inner loop
Iteration 8, inertia 25610.7079682
start iteration
done sorting
end inner loop
Iteration 9, inertia 25555.7177737
start iteration
done sorting
end inner loop
Iteration 10, inertia 25514.7509481
start iteration
done sorting
end inner loop
Iteration 11, inertia 25480.9773508
start iteration
done sorting
end inner loop
Iteration 12, inertia 25454.0600848
start iteration
done sorting
end inner loop
Iteration 13, inertia 25435.430205
start iteration
done sorting
end inner loop
Iteration 14, inertia 25421.4809819
start iteration
done sorting
end inner loop
Iteration 15, inertia 25407.4281025
start iteration
done sorting
end inner loop
Iteration 16, inertia 25397.2356702
start iteration
done sorting
end inner loop
Iteration 17, inertia 25392.0939747
start iteration
done sorting
end inner loop
Iteration 18, inertia 25388.1894737
start iteration
done sorting
end inner loop
Iteration 19, inertia 25385.6543118
start iteration
done sorting
end inner loop
Iteration 20, inertia 25383.1000148
start iteration
done sorting
end inner loop
Iteration 21, inertia 25381.8287155
start iteration
done sorting
end inner loop
Iteration 22, inertia 25381.2362951
start iteration
done sorting
end inner loop
Iteration 23, inertia 25380.7827281
start iteration
done sorting
end inner loop
Iteration 24, inertia 25380.5506959
start iteration
done sorting
end inner loop
Iteration 25, inertia 25380.2585984
start iteration
done sorting
end inner loop
Iteration 26, inertia 25379.692213
start iteration
done sorting
end inner loop
Iteration 27, inertia 25379.2828884
start iteration
done sorting
end inner loop
Iteration 28, inertia 25379.0631145
start iteration
done sorting
end inner loop
Iteration 29, inertia 25378.9580364
start iteration
done sorting
end inner loop
Iteration 30, inertia 25378.8862922
start iteration
done sorting
end inner loop
Iteration 31, inertia 25378.8332372
start iteration
done sorting
end inner loop
Iteration 32, inertia 25378.4281238
start iteration
done sorting
end inner loop
Iteration 33, inertia 25378.4281238
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27925.30211
start iteration
done sorting
end inner loop
Iteration 1, inertia 26493.3714051
start iteration
done sorting
end inner loop
Iteration 2, inertia 25898.9588966
start iteration
done sorting
end inner loop
Iteration 3, inertia 25612.8094602
start iteration
done sorting
end inner loop
Iteration 4, inertia 25457.3711029
start iteration
done sorting
end inner loop
Iteration 5, inertia 25342.5645163
start iteration
done sorting
end inner loop
Iteration 6, inertia 25270.9553233
start iteration
done sorting
end inner loop
Iteration 7, inertia 25213.7730006
start iteration
done sorting
end inner loop
Iteration 8, inertia 25168.738137
start iteration
done sorting
end inner loop
Iteration 9, inertia 25133.7488531
start iteration
done sorting
end inner loop
Iteration 10, inertia 25108.336862
start iteration
done sorting
end inner loop
Iteration 11, inertia 25086.7852112
start iteration
done sorting
end inner loop
Iteration 12, inertia 25075.2748091
start iteration
done sorting
end inner loop
Iteration 13, inertia 25067.4634349
start iteration
done sorting
end inner loop
Iteration 14, inertia 25061.8589253
start iteration
done sorting
end inner loop
Iteration 15, inertia 25057.9326908
start iteration
done sorting
end inner loop
Iteration 16, inertia 25054.8272836
start iteration
done sorting
end inner loop
Iteration 17, inertia 25052.7346676
start iteration
done sorting
end inner loop
Iteration 18, inertia 25049.6356624
start iteration
done sorting
end inner loop
Iteration 19, inertia 25047.0688955
start iteration
done sorting
end inner loop
Iteration 20, inertia 25045.484257
start iteration
done sorting
end inner loop
Iteration 21, inertia 25044.2265785
start iteration
done sorting
end inner loop
Iteration 22, inertia 25043.0897937
start iteration
done sorting
end inner loop
Iteration 23, inertia 25042.4056295
start iteration
done sorting
end inner loop
Iteration 24, inertia 25041.8067565
start iteration
done sorting
end inner loop
Iteration 25, inertia 25041.332894
start iteration
done sorting
end inner loop
Iteration 26, inertia 25040.9028175
start iteration
done sorting
end inner loop
Iteration 27, inertia 25039.611386
start iteration
done sorting
end inner loop
Iteration 28, inertia 25039.0525791
start iteration
done sorting
end inner loop
Iteration 29, inertia 25038.6271827
start iteration
done sorting
end inner loop
Iteration 30, inertia 25037.6877508
start iteration
done sorting
end inner loop
Iteration 31, inertia 25036.2879053
start iteration
done sorting
end inner loop
Iteration 32, inertia 25035.9345203
start iteration
done sorting
end inner loop
Iteration 33, inertia 25035.8580721
start iteration
done sorting
end inner loop
Iteration 34, inertia 25035.6392073
start iteration
done sorting
end inner loop
Iteration 35, inertia 25035.5217801
start iteration
done sorting
end inner loop
Iteration 36, inertia 25035.5217801
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27057.7703989
start iteration
done sorting
end inner loop
Iteration 1, inertia 26153.267492
start iteration
done sorting
end inner loop
Iteration 2, inertia 25742.8578318
start iteration
done sorting
end inner loop
Iteration 3, inertia 25543.018831
start iteration
done sorting
end inner loop
Iteration 4, inertia 25404.9225786
start iteration
done sorting
end inner loop
Iteration 5, inertia 25306.1436988
start iteration
done sorting
end inner loop
Iteration 6, inertia 25250.2990275
start iteration
done sorting
end inner loop
Iteration 7, inertia 25212.4439821
start iteration
done sorting
end inner loop
Iteration 8, inertia 25186.131322
start iteration
done sorting
end inner loop
Iteration 9, inertia 25170.5764855
start iteration
done sorting
end inner loop
Iteration 10, inertia 25159.3414427
start iteration
done sorting
end inner loop
Iteration 11, inertia 25153.1741618
start iteration
done sorting
end inner loop
Iteration 12, inertia 25148.8007112
start iteration
done sorting
end inner loop
Iteration 13, inertia 25146.7712762
start iteration
done sorting
end inner loop
Iteration 14, inertia 25145.5846531
start iteration
done sorting
end inner loop
Iteration 15, inertia 25144.944057
start iteration
done sorting
end inner loop
Iteration 16, inertia 25144.5061972
start iteration
done sorting
end inner loop
Iteration 17, inertia 25144.3485565
start iteration
done sorting
end inner loop
Iteration 18, inertia 25144.3238962
start iteration
done sorting
end inner loop
Iteration 19, inertia 25144.3238962
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27564.5698215
start iteration
done sorting
end inner loop
Iteration 1, inertia 26571.7047798
start iteration
done sorting
end inner loop
Iteration 2, inertia 26065.5321043
start iteration
done sorting
end inner loop
Iteration 3, inertia 25796.3645786
start iteration
done sorting
end inner loop
Iteration 4, inertia 25623.1001398
start iteration
done sorting
end inner loop
Iteration 5, inertia 25524.3706896
start iteration
done sorting
end inner loop
Iteration 6, inertia 25469.0683948
start iteration
done sorting
end inner loop
Iteration 7, inertia 25427.304925
start iteration
done sorting
end inner loop
Iteration 8, inertia 25403.7671787
start iteration
done sorting
end inner loop
Iteration 9, inertia 25386.203572
start iteration
done sorting
end inner loop
Iteration 10, inertia 25371.784661
start iteration
done sorting
end inner loop
Iteration 11, inertia 25359.9494974
start iteration
done sorting
end inner loop
Iteration 12, inertia 25345.7702683
start iteration
done sorting
end inner loop
Iteration 13, inertia 25336.0872299
start iteration
done sorting
end inner loop
Iteration 14, inertia 25326.6795927
start iteration
done sorting
end inner loop
Iteration 15, inertia 25316.4068924
start iteration
done sorting
end inner loop
Iteration 16, inertia 25308.7440114
start iteration
done sorting
end inner loop
Iteration 17, inertia 25299.4385495
start iteration
done sorting
end inner loop
Iteration 18, inertia 25288.8610966
start iteration
done sorting
end inner loop
Iteration 19, inertia 25280.1403988
start iteration
done sorting
end inner loop
Iteration 20, inertia 25272.9250817
start iteration
done sorting
end inner loop
Iteration 21, inertia 25267.7436646
start iteration
done sorting
end inner loop
Iteration 22, inertia 25262.067277
start iteration
done sorting
end inner loop
Iteration 23, inertia 25258.825655
start iteration
done sorting
end inner loop
Iteration 24, inertia 25255.94734
start iteration
done sorting
end inner loop
Iteration 25, inertia 25254.9867346
start iteration
done sorting
end inner loop
Iteration 26, inertia 25254.3977088
start iteration
done sorting
end inner loop
Iteration 27, inertia 25254.3311746
start iteration
done sorting
end inner loop
Iteration 28, inertia 25254.2869946
start iteration
done sorting
end inner loop
Iteration 29, inertia 25254.2399468
start iteration
done sorting
end inner loop
Iteration 30, inertia 25254.1615287
start iteration
done sorting
end inner loop
Iteration 31, inertia 25254.1615287
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27907.5448661
start iteration
done sorting
end inner loop
Iteration 1, inertia 26609.0491149
start iteration
done sorting
end inner loop
Iteration 2, inertia 25898.5699573
start iteration
done sorting
end inner loop
Iteration 3, inertia 25563.2319974
start iteration
done sorting
end inner loop
Iteration 4, inertia 25402.9653821
start iteration
done sorting
end inner loop
Iteration 5, inertia 25322.048892
start iteration
done sorting
end inner loop
Iteration 6, inertia 25261.086342
start iteration
done sorting
end inner loop
Iteration 7, inertia 25214.624755
start iteration
done sorting
end inner loop
Iteration 8, inertia 25176.8661641
start iteration
done sorting
end inner loop
Iteration 9, inertia 25144.6276305
start iteration
done sorting
end inner loop
Iteration 10, inertia 25122.0557354
start iteration
done sorting
end inner loop
Iteration 11, inertia 25099.6901708
start iteration
done sorting
end inner loop
Iteration 12, inertia 25084.6410937
start iteration
done sorting
end inner loop
Iteration 13, inertia 25072.7306514
start iteration
done sorting
end inner loop
Iteration 14, inertia 25062.2983858
start iteration
done sorting
end inner loop
Iteration 15, inertia 25049.7594457
start iteration
done sorting
end inner loop
Iteration 16, inertia 25040.3523991
start iteration
done sorting
end inner loop
Iteration 17, inertia 25034.8019189
start iteration
done sorting
end inner loop
Iteration 18, inertia 25028.9769278
start iteration
done sorting
end inner loop
Iteration 19, inertia 25024.8860565
start iteration
done sorting
end inner loop
Iteration 20, inertia 25021.9014831
start iteration
done sorting
end inner loop
Iteration 21, inertia 25019.4916141
start iteration
done sorting
end inner loop
Iteration 22, inertia 25017.4275461
start iteration
done sorting
end inner loop
Iteration 23, inertia 25014.8814532
start iteration
done sorting
end inner loop
Iteration 24, inertia 25013.1961736
start iteration
done sorting
end inner loop
Iteration 25, inertia 25012.3800009
start iteration
done sorting
end inner loop
Iteration 26, inertia 25011.3344594
start iteration
done sorting
end inner loop
Iteration 27, inertia 25010.1874103
start iteration
done sorting
end inner loop
Iteration 28, inertia 25009.7934774
start iteration
done sorting
end inner loop
Iteration 29, inertia 25009.4552553
start iteration
done sorting
end inner loop
Iteration 30, inertia 25009.1865733
start iteration
done sorting
end inner loop
Iteration 31, inertia 25008.7993984
start iteration
done sorting
end inner loop
Iteration 32, inertia 25008.5219654
start iteration
done sorting
end inner loop
Iteration 33, inertia 25008.2224237
start iteration
done sorting
end inner loop
Iteration 34, inertia 25007.8334338
start iteration
done sorting
end inner loop
Iteration 35, inertia 25006.8573633
start iteration
done sorting
end inner loop
Iteration 36, inertia 25005.88423
start iteration
done sorting
end inner loop
Iteration 37, inertia 25004.4205823
start iteration
done sorting
end inner loop
Iteration 38, inertia 25001.1158062
start iteration
done sorting
end inner loop
Iteration 39, inertia 24997.5470391
start iteration
done sorting
end inner loop
Iteration 40, inertia 24996.0304047
start iteration
done sorting
end inner loop
Iteration 41, inertia 24994.2518623
start iteration
done sorting
end inner loop
Iteration 42, inertia 24992.9091738
start iteration
done sorting
end inner loop
Iteration 43, inertia 24992.3350335
start iteration
done sorting
end inner loop
Iteration 44, inertia 24991.7531205
start iteration
done sorting
end inner loop
Iteration 45, inertia 24991.2671523
start iteration
done sorting
end inner loop
Iteration 46, inertia 24991.0617908
start iteration
done sorting
end inner loop
Iteration 47, inertia 24990.5760105
start iteration
done sorting
end inner loop
Iteration 48, inertia 24989.8841789
start iteration
done sorting
end inner loop
Iteration 49, inertia 24989.1607482
start iteration
done sorting
end inner loop
Iteration 50, inertia 24988.556852
start iteration
done sorting
end inner loop
Iteration 51, inertia 24987.8267064
start iteration
done sorting
end inner loop
Iteration 52, inertia 24987.654794
start iteration
done sorting
end inner loop
Iteration 53, inertia 24987.1838245
start iteration
done sorting
end inner loop
Iteration 54, inertia 24987.1624833
start iteration
done sorting
end inner loop
Iteration 55, inertia 24987.0303398
start iteration
done sorting
end inner loop
Iteration 56, inertia 24986.852201
start iteration
done sorting
end inner loop
Iteration 57, inertia 24986.8148641
start iteration
done sorting
end inner loop
Iteration 58, inertia 24986.8148641
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27513.0068842
start iteration
done sorting
end inner loop
Iteration 1, inertia 26573.9896154
start iteration
done sorting
end inner loop
Iteration 2, inertia 26038.1787136
start iteration
done sorting
end inner loop
Iteration 3, inertia 25752.8021642
start iteration
done sorting
end inner loop
Iteration 4, inertia 25604.6917854
start iteration
done sorting
end inner loop
Iteration 5, inertia 25516.9433031
start iteration
done sorting
end inner loop
Iteration 6, inertia 25451.5175359
start iteration
done sorting
end inner loop
Iteration 7, inertia 25406.4448166
start iteration
done sorting
end inner loop
Iteration 8, inertia 25368.7834131
start iteration
done sorting
end inner loop
Iteration 9, inertia 25347.6703083
start iteration
done sorting
end inner loop
Iteration 10, inertia 25329.3604359
start iteration
done sorting
end inner loop
Iteration 11, inertia 25316.9061204
start iteration
done sorting
end inner loop
Iteration 12, inertia 25307.3631265
start iteration
done sorting
end inner loop
Iteration 13, inertia 25301.0536624
start iteration
done sorting
end inner loop
Iteration 14, inertia 25293.0410871
start iteration
done sorting
end inner loop
Iteration 15, inertia 25288.485656
start iteration
done sorting
end inner loop
Iteration 16, inertia 25284.6136586
start iteration
done sorting
end inner loop
Iteration 17, inertia 25281.2479865
start iteration
done sorting
end inner loop
Iteration 18, inertia 25278.2773443
start iteration
done sorting
end inner loop
Iteration 19, inertia 25276.9264554
start iteration
done sorting
end inner loop
Iteration 20, inertia 25274.0754869
start iteration
done sorting
end inner loop
Iteration 21, inertia 25269.8719927
start iteration
done sorting
end inner loop
Iteration 22, inertia 25266.7216429
start iteration
done sorting
end inner loop
Iteration 23, inertia 25265.0452492
start iteration
done sorting
end inner loop
Iteration 24, inertia 25263.6309587
start iteration
done sorting
end inner loop
Iteration 25, inertia 25261.5829437
start iteration
done sorting
end inner loop
Iteration 26, inertia 25258.624367
start iteration
done sorting
end inner loop
Iteration 27, inertia 25256.2977853
start iteration
done sorting
end inner loop
Iteration 28, inertia 25255.0365977
start iteration
done sorting
end inner loop
Iteration 29, inertia 25254.0966099
start iteration
done sorting
end inner loop
Iteration 30, inertia 25252.0449693
start iteration
done sorting
end inner loop
Iteration 31, inertia 25251.5495212
start iteration
done sorting
end inner loop
Iteration 32, inertia 25250.6755213
start iteration
done sorting
end inner loop
Iteration 33, inertia 25248.9682356
start iteration
done sorting
end inner loop
Iteration 34, inertia 25247.7961216
start iteration
done sorting
end inner loop
Iteration 35, inertia 25245.9338489
start iteration
done sorting
end inner loop
Iteration 36, inertia 25245.3273048
start iteration
done sorting
end inner loop
Iteration 37, inertia 25245.176282
start iteration
done sorting
end inner loop
Iteration 38, inertia 25245.176282
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27016.1042421
start iteration
done sorting
end inner loop
Iteration 1, inertia 26244.2503061
start iteration
done sorting
end inner loop
Iteration 2, inertia 25861.2600732
start iteration
done sorting
end inner loop
Iteration 3, inertia 25647.5215444
start iteration
done sorting
end inner loop
Iteration 4, inertia 25497.3716926
start iteration
done sorting
end inner loop
Iteration 5, inertia 25388.7180244
start iteration
done sorting
end inner loop
Iteration 6, inertia 25316.0338103
start iteration
done sorting
end inner loop
Iteration 7, inertia 25272.9903952
start iteration
done sorting
end inner loop
Iteration 8, inertia 25236.5243293
start iteration
done sorting
end inner loop
Iteration 9, inertia 25210.02164
start iteration
done sorting
end inner loop
Iteration 10, inertia 25190.4818019
start iteration
done sorting
end inner loop
Iteration 11, inertia 25179.6842602
start iteration
done sorting
end inner loop
Iteration 12, inertia 25170.5386003
start iteration
done sorting
end inner loop
Iteration 13, inertia 25161.8660921
start iteration
done sorting
end inner loop
Iteration 14, inertia 25157.0667778
start iteration
done sorting
end inner loop
Iteration 15, inertia 25154.4185048
start iteration
done sorting
end inner loop
Iteration 16, inertia 25151.9825607
start iteration
done sorting
end inner loop
Iteration 17, inertia 25149.5640421
start iteration
done sorting
end inner loop
Iteration 18, inertia 25147.7307713
start iteration
done sorting
end inner loop
Iteration 19, inertia 25146.4049787
start iteration
done sorting
end inner loop
Iteration 20, inertia 25144.5474074
start iteration
done sorting
end inner loop
Iteration 21, inertia 25142.7283893
start iteration
done sorting
end inner loop
Iteration 22, inertia 25141.552303
start iteration
done sorting
end inner loop
Iteration 23, inertia 25139.7767351
start iteration
done sorting
end inner loop
Iteration 24, inertia 25138.3277901
start iteration
done sorting
end inner loop
Iteration 25, inertia 25138.090158
start iteration
done sorting
end inner loop
Iteration 26, inertia 25137.7836881
start iteration
done sorting
end inner loop
Iteration 27, inertia 25137.6250647
start iteration
done sorting
end inner loop
Iteration 28, inertia 25137.4224729
start iteration
done sorting
end inner loop
Iteration 29, inertia 25137.3894623
start iteration
done sorting
end inner loop
Iteration 30, inertia 25137.3894623
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.039
Number of clusters: 23

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27629.3410514
start iteration
done sorting
end inner loop
Iteration 1, inertia 26534.5746462
start iteration
done sorting
end inner loop
Iteration 2, inertia 26034.8600244
start iteration
done sorting
end inner loop
Iteration 3, inertia 25776.2612901
start iteration
done sorting
end inner loop
Iteration 4, inertia 25592.0454759
start iteration
done sorting
end inner loop
Iteration 5, inertia 25474.8666133
start iteration
done sorting
end inner loop
Iteration 6, inertia 25402.672621
start iteration
done sorting
end inner loop
Iteration 7, inertia 25349.3034351
start iteration
done sorting
end inner loop
Iteration 8, inertia 25314.3642172
start iteration
done sorting
end inner loop
Iteration 9, inertia 25287.1412942
start iteration
done sorting
end inner loop
Iteration 10, inertia 25267.4688668
start iteration
done sorting
end inner loop
Iteration 11, inertia 25252.6483427
start iteration
done sorting
end inner loop
Iteration 12, inertia 25241.0713119
start iteration
done sorting
end inner loop
Iteration 13, inertia 25234.9223005
start iteration
done sorting
end inner loop
Iteration 14, inertia 25229.3764454
start iteration
done sorting
end inner loop
Iteration 15, inertia 25222.9886467
start iteration
done sorting
end inner loop
Iteration 16, inertia 25215.309987
start iteration
done sorting
end inner loop
Iteration 17, inertia 25207.2281756
start iteration
done sorting
end inner loop
Iteration 18, inertia 25200.3422311
start iteration
done sorting
end inner loop
Iteration 19, inertia 25191.4108541
start iteration
done sorting
end inner loop
Iteration 20, inertia 25185.8804516
start iteration
done sorting
end inner loop
Iteration 21, inertia 25181.1099582
start iteration
done sorting
end inner loop
Iteration 22, inertia 25177.7256397
start iteration
done sorting
end inner loop
Iteration 23, inertia 25175.8095724
start iteration
done sorting
end inner loop
Iteration 24, inertia 25174.383114
start iteration
done sorting
end inner loop
Iteration 25, inertia 25173.2027709
start iteration
done sorting
end inner loop
Iteration 26, inertia 25172.4767697
start iteration
done sorting
end inner loop
Iteration 27, inertia 25171.3209582
start iteration
done sorting
end inner loop
Iteration 28, inertia 25170.3045118
start iteration
done sorting
end inner loop
Iteration 29, inertia 25169.7468192
start iteration
done sorting
end inner loop
Iteration 30, inertia 25168.8462779
start iteration
done sorting
end inner loop
Iteration 31, inertia 25166.5898665
start iteration
done sorting
end inner loop
Iteration 32, inertia 25165.3004815
start iteration
done sorting
end inner loop
Iteration 33, inertia 25164.6061912
start iteration
done sorting
end inner loop
Iteration 34, inertia 25163.9548565
start iteration
done sorting
end inner loop
Iteration 35, inertia 25163.6587336
start iteration
done sorting
end inner loop
Iteration 36, inertia 25163.2831596
start iteration
done sorting
end inner loop
Iteration 37, inertia 25162.7927386
start iteration
done sorting
end inner loop
Iteration 38, inertia 25162.3067696
start iteration
done sorting
end inner loop
Iteration 39, inertia 25161.7070164
start iteration
done sorting
end inner loop
Iteration 40, inertia 25161.3757414
start iteration
done sorting
end inner loop
Iteration 41, inertia 25160.9565258
start iteration
done sorting
end inner loop
Iteration 42, inertia 25160.8873856
start iteration
done sorting
end inner loop
Iteration 43, inertia 25160.8461828
start iteration
done sorting
end inner loop
Iteration 44, inertia 25160.8461828
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27152.4521221
start iteration
done sorting
end inner loop
Iteration 1, inertia 26369.7195285
start iteration
done sorting
end inner loop
Iteration 2, inertia 26029.7533653
start iteration
done sorting
end inner loop
Iteration 3, inertia 25823.9736037
start iteration
done sorting
end inner loop
Iteration 4, inertia 25667.2433904
start iteration
done sorting
end inner loop
Iteration 5, inertia 25557.7731969
start iteration
done sorting
end inner loop
Iteration 6, inertia 25486.0772115
start iteration
done sorting
end inner loop
Iteration 7, inertia 25439.3438802
start iteration
done sorting
end inner loop
Iteration 8, inertia 25403.4506637
start iteration
done sorting
end inner loop
Iteration 9, inertia 25375.7918615
start iteration
done sorting
end inner loop
Iteration 10, inertia 25348.0737904
start iteration
done sorting
end inner loop
Iteration 11, inertia 25320.283592
start iteration
done sorting
end inner loop
Iteration 12, inertia 25294.881498
start iteration
done sorting
end inner loop
Iteration 13, inertia 25275.6804969
start iteration
done sorting
end inner loop
Iteration 14, inertia 25264.1057922
start iteration
done sorting
end inner loop
Iteration 15, inertia 25256.5485547
start iteration
done sorting
end inner loop
Iteration 16, inertia 25249.7117191
start iteration
done sorting
end inner loop
Iteration 17, inertia 25244.0157663
start iteration
done sorting
end inner loop
Iteration 18, inertia 25236.8326615
start iteration
done sorting
end inner loop
Iteration 19, inertia 25230.5854778
start iteration
done sorting
end inner loop
Iteration 20, inertia 25225.5339852
start iteration
done sorting
end inner loop
Iteration 21, inertia 25221.5561438
start iteration
done sorting
end inner loop
Iteration 22, inertia 25219.0795217
start iteration
done sorting
end inner loop
Iteration 23, inertia 25216.163091
start iteration
done sorting
end inner loop
Iteration 24, inertia 25214.5438346
start iteration
done sorting
end inner loop
Iteration 25, inertia 25212.8259535
start iteration
done sorting
end inner loop
Iteration 26, inertia 25210.960177
start iteration
done sorting
end inner loop
Iteration 27, inertia 25210.4011493
start iteration
done sorting
end inner loop
Iteration 28, inertia 25210.1210713
start iteration
done sorting
end inner loop
Iteration 29, inertia 25210.0413895
start iteration
done sorting
end inner loop
Iteration 30, inertia 25209.9191314
start iteration
done sorting
end inner loop
Iteration 31, inertia 25209.6579677
start iteration
done sorting
end inner loop
Iteration 32, inertia 25209.2087746
start iteration
done sorting
end inner loop
Iteration 33, inertia 25209.03369
start iteration
done sorting
end inner loop
Iteration 34, inertia 25209.03369
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27147.1960326
start iteration
done sorting
end inner loop
Iteration 1, inertia 26420.5589684
start iteration
done sorting
end inner loop
Iteration 2, inertia 26121.4516488
start iteration
done sorting
end inner loop
Iteration 3, inertia 25908.2851186
start iteration
done sorting
end inner loop
Iteration 4, inertia 25736.1935657
start iteration
done sorting
end inner loop
Iteration 5, inertia 25606.3076939
start iteration
done sorting
end inner loop
Iteration 6, inertia 25528.7725474
start iteration
done sorting
end inner loop
Iteration 7, inertia 25482.2644521
start iteration
done sorting
end inner loop
Iteration 8, inertia 25453.4514953
start iteration
done sorting
end inner loop
Iteration 9, inertia 25433.6518994
start iteration
done sorting
end inner loop
Iteration 10, inertia 25418.028212
start iteration
done sorting
end inner loop
Iteration 11, inertia 25403.0622055
start iteration
done sorting
end inner loop
Iteration 12, inertia 25388.9437581
start iteration
done sorting
end inner loop
Iteration 13, inertia 25376.3453508
start iteration
done sorting
end inner loop
Iteration 14, inertia 25363.905358
start iteration
done sorting
end inner loop
Iteration 15, inertia 25352.9343838
start iteration
done sorting
end inner loop
Iteration 16, inertia 25346.2291329
start iteration
done sorting
end inner loop
Iteration 17, inertia 25342.9920159
start iteration
done sorting
end inner loop
Iteration 18, inertia 25339.8240388
start iteration
done sorting
end inner loop
Iteration 19, inertia 25337.7358565
start iteration
done sorting
end inner loop
Iteration 20, inertia 25335.1755573
start iteration
done sorting
end inner loop
Iteration 21, inertia 25331.1690443
start iteration
done sorting
end inner loop
Iteration 22, inertia 25327.4067798
start iteration
done sorting
end inner loop
Iteration 23, inertia 25322.5695803
start iteration
done sorting
end inner loop
Iteration 24, inertia 25317.7138268
start iteration
done sorting
end inner loop
Iteration 25, inertia 25313.7492038
start iteration
done sorting
end inner loop
Iteration 26, inertia 25311.4385661
start iteration
done sorting
end inner loop
Iteration 27, inertia 25309.7222566
start iteration
done sorting
end inner loop
Iteration 28, inertia 25307.9439026
start iteration
done sorting
end inner loop
Iteration 29, inertia 25305.923976
start iteration
done sorting
end inner loop
Iteration 30, inertia 25304.157267
start iteration
done sorting
end inner loop
Iteration 31, inertia 25302.2349127
start iteration
done sorting
end inner loop
Iteration 32, inertia 25300.587169
start iteration
done sorting
end inner loop
Iteration 33, inertia 25298.9694658
start iteration
done sorting
end inner loop
Iteration 34, inertia 25297.5286298
start iteration
done sorting
end inner loop
Iteration 35, inertia 25295.8182657
start iteration
done sorting
end inner loop
Iteration 36, inertia 25294.6243235
start iteration
done sorting
end inner loop
Iteration 37, inertia 25293.3731821
start iteration
done sorting
end inner loop
Iteration 38, inertia 25292.705301
start iteration
done sorting
end inner loop
Iteration 39, inertia 25292.1808604
start iteration
done sorting
end inner loop
Iteration 40, inertia 25291.0881363
start iteration
done sorting
end inner loop
Iteration 41, inertia 25289.7313663
start iteration
done sorting
end inner loop
Iteration 42, inertia 25287.9465535
start iteration
done sorting
end inner loop
Iteration 43, inertia 25285.8474199
start iteration
done sorting
end inner loop
Iteration 44, inertia 25284.0189148
start iteration
done sorting
end inner loop
Iteration 45, inertia 25282.5082468
start iteration
done sorting
end inner loop
Iteration 46, inertia 25280.2518631
start iteration
done sorting
end inner loop
Iteration 47, inertia 25278.3254342
start iteration
done sorting
end inner loop
Iteration 48, inertia 25276.2007491
start iteration
done sorting
end inner loop
Iteration 49, inertia 25273.9892916
start iteration
done sorting
end inner loop
Iteration 50, inertia 25271.0932905
start iteration
done sorting
end inner loop
Iteration 51, inertia 25267.1527499
start iteration
done sorting
end inner loop
Iteration 52, inertia 25262.6020045
start iteration
done sorting
end inner loop
Iteration 53, inertia 25259.0139474
start iteration
done sorting
end inner loop
Iteration 54, inertia 25254.380692
start iteration
done sorting
end inner loop
Iteration 55, inertia 25252.6066484
start iteration
done sorting
end inner loop
Iteration 56, inertia 25251.133612
start iteration
done sorting
end inner loop
Iteration 57, inertia 25250.1037081
start iteration
done sorting
end inner loop
Iteration 58, inertia 25248.1282776
start iteration
done sorting
end inner loop
Iteration 59, inertia 25246.3185898
start iteration
done sorting
end inner loop
Iteration 60, inertia 25244.1137903
start iteration
done sorting
end inner loop
Iteration 61, inertia 25241.4135619
start iteration
done sorting
end inner loop
Iteration 62, inertia 25238.8146481
start iteration
done sorting
end inner loop
Iteration 63, inertia 25237.2417753
start iteration
done sorting
end inner loop
Iteration 64, inertia 25235.6378476
start iteration
done sorting
end inner loop
Iteration 65, inertia 25234.2555308
start iteration
done sorting
end inner loop
Iteration 66, inertia 25233.4680681
start iteration
done sorting
end inner loop
Iteration 67, inertia 25232.6716627
start iteration
done sorting
end inner loop
Iteration 68, inertia 25231.9940898
start iteration
done sorting
end inner loop
Iteration 69, inertia 25231.4353936
start iteration
done sorting
end inner loop
Iteration 70, inertia 25230.0898516
start iteration
done sorting
end inner loop
Iteration 71, inertia 25228.9827109
start iteration
done sorting
end inner loop
Iteration 72, inertia 25228.0826438
start iteration
done sorting
end inner loop
Iteration 73, inertia 25226.9729083
start iteration
done sorting
end inner loop
Iteration 74, inertia 25225.8116404
start iteration
done sorting
end inner loop
Iteration 75, inertia 25224.9047467
start iteration
done sorting
end inner loop
Iteration 76, inertia 25224.0654155
start iteration
done sorting
end inner loop
Iteration 77, inertia 25223.2936212
start iteration
done sorting
end inner loop
Iteration 78, inertia 25222.5369844
start iteration
done sorting
end inner loop
Iteration 79, inertia 25222.2700353
start iteration
done sorting
end inner loop
Iteration 80, inertia 25221.2923212
start iteration
done sorting
end inner loop
Iteration 81, inertia 25220.3575251
start iteration
done sorting
end inner loop
Iteration 82, inertia 25217.8629219
start iteration
done sorting
end inner loop
Iteration 83, inertia 25215.4638548
start iteration
done sorting
end inner loop
Iteration 84, inertia 25214.0784889
start iteration
done sorting
end inner loop
Iteration 85, inertia 25211.5360196
start iteration
done sorting
end inner loop
Iteration 86, inertia 25207.6688698
start iteration
done sorting
end inner loop
Iteration 87, inertia 25205.362129
start iteration
done sorting
end inner loop
Iteration 88, inertia 25204.0707405
start iteration
done sorting
end inner loop
Iteration 89, inertia 25202.6384893
start iteration
done sorting
end inner loop
Iteration 90, inertia 25201.6277791
start iteration
done sorting
end inner loop
Iteration 91, inertia 25200.8619279
start iteration
done sorting
end inner loop
Iteration 92, inertia 25200.7307948
start iteration
done sorting
end inner loop
Iteration 93, inertia 25200.5526351
start iteration
done sorting
end inner loop
Iteration 94, inertia 25199.8046848
start iteration
done sorting
end inner loop
Iteration 95, inertia 25199.5751117
start iteration
done sorting
end inner loop
Iteration 96, inertia 25199.2824385
start iteration
done sorting
end inner loop
Iteration 97, inertia 25199.0997113
start iteration
done sorting
end inner loop
Iteration 98, inertia 25198.8858644
start iteration
done sorting
end inner loop
Iteration 99, inertia 25198.3008126
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27630.7046926
start iteration
done sorting
end inner loop
Iteration 1, inertia 26431.5741745
start iteration
done sorting
end inner loop
Iteration 2, inertia 25870.6155885
start iteration
done sorting
end inner loop
Iteration 3, inertia 25501.4088682
start iteration
done sorting
end inner loop
Iteration 4, inertia 25312.8937424
start iteration
done sorting
end inner loop
Iteration 5, inertia 25213.510692
start iteration
done sorting
end inner loop
Iteration 6, inertia 25152.5688485
start iteration
done sorting
end inner loop
Iteration 7, inertia 25102.7922197
start iteration
done sorting
end inner loop
Iteration 8, inertia 25059.9599792
start iteration
done sorting
end inner loop
Iteration 9, inertia 25022.790621
start iteration
done sorting
end inner loop
Iteration 10, inertia 24994.3820828
start iteration
done sorting
end inner loop
Iteration 11, inertia 24977.8643872
start iteration
done sorting
end inner loop
Iteration 12, inertia 24964.9097104
start iteration
done sorting
end inner loop
Iteration 13, inertia 24956.5845335
start iteration
done sorting
end inner loop
Iteration 14, inertia 24949.1519995
start iteration
done sorting
end inner loop
Iteration 15, inertia 24942.4270286
start iteration
done sorting
end inner loop
Iteration 16, inertia 24938.3163314
start iteration
done sorting
end inner loop
Iteration 17, inertia 24935.0154095
start iteration
done sorting
end inner loop
Iteration 18, inertia 24931.7596924
start iteration
done sorting
end inner loop
Iteration 19, inertia 24929.5178906
start iteration
done sorting
end inner loop
Iteration 20, inertia 24928.0718379
start iteration
done sorting
end inner loop
Iteration 21, inertia 24927.4169891
start iteration
done sorting
end inner loop
Iteration 22, inertia 24926.1378968
start iteration
done sorting
end inner loop
Iteration 23, inertia 24923.8186226
start iteration
done sorting
end inner loop
Iteration 24, inertia 24921.460231
start iteration
done sorting
end inner loop
Iteration 25, inertia 24919.8724595
start iteration
done sorting
end inner loop
Iteration 26, inertia 24919.4097954
start iteration
done sorting
end inner loop
Iteration 27, inertia 24919.2856747
start iteration
done sorting
end inner loop
Iteration 28, inertia 24919.2112047
start iteration
done sorting
end inner loop
Iteration 29, inertia 24919.1364684
start iteration
done sorting
end inner loop
Iteration 30, inertia 24919.0601882
start iteration
done sorting
end inner loop
Iteration 31, inertia 24919.0404482
start iteration
done sorting
end inner loop
Iteration 32, inertia 24919.0404482
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27208.467036
start iteration
done sorting
end inner loop
Iteration 1, inertia 26253.430522
start iteration
done sorting
end inner loop
Iteration 2, inertia 25831.6731771
start iteration
done sorting
end inner loop
Iteration 3, inertia 25598.1198642
start iteration
done sorting
end inner loop
Iteration 4, inertia 25449.1141023
start iteration
done sorting
end inner loop
Iteration 5, inertia 25372.888534
start iteration
done sorting
end inner loop
Iteration 6, inertia 25330.0810561
start iteration
done sorting
end inner loop
Iteration 7, inertia 25298.4153279
start iteration
done sorting
end inner loop
Iteration 8, inertia 25268.0962737
start iteration
done sorting
end inner loop
Iteration 9, inertia 25238.2519683
start iteration
done sorting
end inner loop
Iteration 10, inertia 25220.5029908
start iteration
done sorting
end inner loop
Iteration 11, inertia 25204.285937
start iteration
done sorting
end inner loop
Iteration 12, inertia 25190.4315885
start iteration
done sorting
end inner loop
Iteration 13, inertia 25175.3354917
start iteration
done sorting
end inner loop
Iteration 14, inertia 25167.1253996
start iteration
done sorting
end inner loop
Iteration 15, inertia 25158.3088578
start iteration
done sorting
end inner loop
Iteration 16, inertia 25148.9696393
start iteration
done sorting
end inner loop
Iteration 17, inertia 25142.2833301
start iteration
done sorting
end inner loop
Iteration 18, inertia 25136.2656517
start iteration
done sorting
end inner loop
Iteration 19, inertia 25133.94478
start iteration
done sorting
end inner loop
Iteration 20, inertia 25131.3139769
start iteration
done sorting
end inner loop
Iteration 21, inertia 25128.1237377
start iteration
done sorting
end inner loop
Iteration 22, inertia 25125.1085333
start iteration
done sorting
end inner loop
Iteration 23, inertia 25121.7764245
start iteration
done sorting
end inner loop
Iteration 24, inertia 25118.5904239
start iteration
done sorting
end inner loop
Iteration 25, inertia 25114.2515948
start iteration
done sorting
end inner loop
Iteration 26, inertia 25110.7879122
start iteration
done sorting
end inner loop
Iteration 27, inertia 25108.0221843
start iteration
done sorting
end inner loop
Iteration 28, inertia 25104.9601145
start iteration
done sorting
end inner loop
Iteration 29, inertia 25101.7632118
start iteration
done sorting
end inner loop
Iteration 30, inertia 25097.849803
start iteration
done sorting
end inner loop
Iteration 31, inertia 25096.0541071
start iteration
done sorting
end inner loop
Iteration 32, inertia 25093.9593817
start iteration
done sorting
end inner loop
Iteration 33, inertia 25091.0800465
start iteration
done sorting
end inner loop
Iteration 34, inertia 25088.490092
start iteration
done sorting
end inner loop
Iteration 35, inertia 25083.1578218
start iteration
done sorting
end inner loop
Iteration 36, inertia 25077.7474915
start iteration
done sorting
end inner loop
Iteration 37, inertia 25074.0769037
start iteration
done sorting
end inner loop
Iteration 38, inertia 25071.3396782
start iteration
done sorting
end inner loop
Iteration 39, inertia 25068.8546162
start iteration
done sorting
end inner loop
Iteration 40, inertia 25066.3768283
start iteration
done sorting
end inner loop
Iteration 41, inertia 25063.7879732
start iteration
done sorting
end inner loop
Iteration 42, inertia 25061.3500507
start iteration
done sorting
end inner loop
Iteration 43, inertia 25059.2569965
start iteration
done sorting
end inner loop
Iteration 44, inertia 25058.186462
start iteration
done sorting
end inner loop
Iteration 45, inertia 25056.8414336
start iteration
done sorting
end inner loop
Iteration 46, inertia 25055.752168
start iteration
done sorting
end inner loop
Iteration 47, inertia 25054.4963637
start iteration
done sorting
end inner loop
Iteration 48, inertia 25053.3445211
start iteration
done sorting
end inner loop
Iteration 49, inertia 25052.7135454
start iteration
done sorting
end inner loop
Iteration 50, inertia 25052.1229619
start iteration
done sorting
end inner loop
Iteration 51, inertia 25051.2858061
start iteration
done sorting
end inner loop
Iteration 52, inertia 25050.2126455
start iteration
done sorting
end inner loop
Iteration 53, inertia 25049.2802815
start iteration
done sorting
end inner loop
Iteration 54, inertia 25048.1153478
start iteration
done sorting
end inner loop
Iteration 55, inertia 25046.7296592
start iteration
done sorting
end inner loop
Iteration 56, inertia 25044.5935593
start iteration
done sorting
end inner loop
Iteration 57, inertia 25042.0960487
start iteration
done sorting
end inner loop
Iteration 58, inertia 25039.7920764
start iteration
done sorting
end inner loop
Iteration 59, inertia 25037.7838222
start iteration
done sorting
end inner loop
Iteration 60, inertia 25036.4301645
start iteration
done sorting
end inner loop
Iteration 61, inertia 25034.9483373
start iteration
done sorting
end inner loop
Iteration 62, inertia 25033.7013783
start iteration
done sorting
end inner loop
Iteration 63, inertia 25033.2427702
start iteration
done sorting
end inner loop
Iteration 64, inertia 25032.6555166
start iteration
done sorting
end inner loop
Iteration 65, inertia 25032.3438274
start iteration
done sorting
end inner loop
Iteration 66, inertia 25032.3032971
start iteration
done sorting
end inner loop
Iteration 67, inertia 25032.1867389
start iteration
done sorting
end inner loop
Iteration 68, inertia 25032.1020562
start iteration
done sorting
end inner loop
Iteration 69, inertia 25031.8706049
start iteration
done sorting
end inner loop
Iteration 70, inertia 25031.8706049
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27623.2354047
start iteration
done sorting
end inner loop
Iteration 1, inertia 26624.8483184
start iteration
done sorting
end inner loop
Iteration 2, inertia 26233.9984033
start iteration
done sorting
end inner loop
Iteration 3, inertia 26016.2278763
start iteration
done sorting
end inner loop
Iteration 4, inertia 25878.2589882
start iteration
done sorting
end inner loop
Iteration 5, inertia 25785.2508856
start iteration
done sorting
end inner loop
Iteration 6, inertia 25710.249406
start iteration
done sorting
end inner loop
Iteration 7, inertia 25659.368297
start iteration
done sorting
end inner loop
Iteration 8, inertia 25623.7338502
start iteration
done sorting
end inner loop
Iteration 9, inertia 25592.1368058
start iteration
done sorting
end inner loop
Iteration 10, inertia 25573.1791662
start iteration
done sorting
end inner loop
Iteration 11, inertia 25554.5259346
start iteration
done sorting
end inner loop
Iteration 12, inertia 25539.0902359
start iteration
done sorting
end inner loop
Iteration 13, inertia 25522.1407279
start iteration
done sorting
end inner loop
Iteration 14, inertia 25502.9137777
start iteration
done sorting
end inner loop
Iteration 15, inertia 25484.6310784
start iteration
done sorting
end inner loop
Iteration 16, inertia 25474.6850614
start iteration
done sorting
end inner loop
Iteration 17, inertia 25462.2584889
start iteration
done sorting
end inner loop
Iteration 18, inertia 25456.6120723
start iteration
done sorting
end inner loop
Iteration 19, inertia 25452.1580444
start iteration
done sorting
end inner loop
Iteration 20, inertia 25449.1094448
start iteration
done sorting
end inner loop
Iteration 21, inertia 25447.4969173
start iteration
done sorting
end inner loop
Iteration 22, inertia 25446.16725
start iteration
done sorting
end inner loop
Iteration 23, inertia 25445.2799063
start iteration
done sorting
end inner loop
Iteration 24, inertia 25444.9851652
start iteration
done sorting
end inner loop
Iteration 25, inertia 25444.7658175
start iteration
done sorting
end inner loop
Iteration 26, inertia 25444.7354158
start iteration
done sorting
end inner loop
Iteration 27, inertia 25444.7354158
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27013.6691208
start iteration
done sorting
end inner loop
Iteration 1, inertia 26325.7401899
start iteration
done sorting
end inner loop
Iteration 2, inertia 25989.8573183
start iteration
done sorting
end inner loop
Iteration 3, inertia 25757.2313952
start iteration
done sorting
end inner loop
Iteration 4, inertia 25590.862615
start iteration
done sorting
end inner loop
Iteration 5, inertia 25489.6853121
start iteration
done sorting
end inner loop
Iteration 6, inertia 25416.3197572
start iteration
done sorting
end inner loop
Iteration 7, inertia 25355.3678924
start iteration
done sorting
end inner loop
Iteration 8, inertia 25306.1825293
start iteration
done sorting
end inner loop
Iteration 9, inertia 25267.8967009
start iteration
done sorting
end inner loop
Iteration 10, inertia 25238.2782624
start iteration
done sorting
end inner loop
Iteration 11, inertia 25219.764837
start iteration
done sorting
end inner loop
Iteration 12, inertia 25206.8000018
start iteration
done sorting
end inner loop
Iteration 13, inertia 25195.1905212
start iteration
done sorting
end inner loop
Iteration 14, inertia 25182.2937996
start iteration
done sorting
end inner loop
Iteration 15, inertia 25168.8342045
start iteration
done sorting
end inner loop
Iteration 16, inertia 25158.2050611
start iteration
done sorting
end inner loop
Iteration 17, inertia 25145.173646
start iteration
done sorting
end inner loop
Iteration 18, inertia 25134.997656
start iteration
done sorting
end inner loop
Iteration 19, inertia 25127.4513718
start iteration
done sorting
end inner loop
Iteration 20, inertia 25119.0012827
start iteration
done sorting
end inner loop
Iteration 21, inertia 25112.6390113
start iteration
done sorting
end inner loop
Iteration 22, inertia 25107.750383
start iteration
done sorting
end inner loop
Iteration 23, inertia 25103.8177927
start iteration
done sorting
end inner loop
Iteration 24, inertia 25100.7481762
start iteration
done sorting
end inner loop
Iteration 25, inertia 25097.3726205
start iteration
done sorting
end inner loop
Iteration 26, inertia 25095.3040276
start iteration
done sorting
end inner loop
Iteration 27, inertia 25094.7029476
start iteration
done sorting
end inner loop
Iteration 28, inertia 25094.3169753
start iteration
done sorting
end inner loop
Iteration 29, inertia 25093.9316246
start iteration
done sorting
end inner loop
Iteration 30, inertia 25093.5447132
start iteration
done sorting
end inner loop
Iteration 31, inertia 25093.1981171
start iteration
done sorting
end inner loop
Iteration 32, inertia 25092.8147663
start iteration
done sorting
end inner loop
Iteration 33, inertia 25092.6410245
start iteration
done sorting
end inner loop
Iteration 34, inertia 25092.4586631
start iteration
done sorting
end inner loop
Iteration 35, inertia 25092.3928682
start iteration
done sorting
end inner loop
Iteration 36, inertia 25092.3580824
start iteration
done sorting
end inner loop
Iteration 37, inertia 25092.3580824
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 2767Silhouette Coefficient: -0.045
Number of clusters: 24

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26965.6958319
start iteration
done sorting
end inner loop
Iteration 1, inertia 26065.8924669
start iteration
done sorting
end inner loop
Iteration 2, inertia 25695.8857032
start iteration
done sorting
end inner loop
Iteration 3, inertia 25479.9529367
start iteration
done sorting
end inner loop
Iteration 4, inertia 25327.5970793
start iteration
done sorting
end inner loop
Iteration 5, inertia 25223.5007409
start iteration
done sorting
end inner loop
Iteration 6, inertia 25141.3506854
start iteration
done sorting
end inner loop
Iteration 7, inertia 25083.1014428
start iteration
done sorting
end inner loop
Iteration 8, inertia 25044.266729
start iteration
done sorting
end inner loop
Iteration 9, inertia 25016.862873
start iteration
done sorting
end inner loop
Iteration 10, inertia 24988.8560918
start iteration
done sorting
end inner loop
Iteration 11, inertia 24963.1957675
start iteration
done sorting
end inner loop
Iteration 12, inertia 24939.1775612
start iteration
done sorting
end inner loop
Iteration 13, inertia 24919.8815051
start iteration
done sorting
end inner loop
Iteration 14, inertia 24906.2059746
start iteration
done sorting
end inner loop
Iteration 15, inertia 24895.2825153
start iteration
done sorting
end inner loop
Iteration 16, inertia 24885.0077075
start iteration
done sorting
end inner loop
Iteration 17, inertia 24875.8247257
start iteration
done sorting
end inner loop
Iteration 18, inertia 24866.6704668
start iteration
done sorting
end inner loop
Iteration 19, inertia 24860.2866507
start iteration
done sorting
end inner loop
Iteration 20, inertia 24855.8747576
start iteration
done sorting
end inner loop
Iteration 21, inertia 24853.4187685
start iteration
done sorting
end inner loop
Iteration 22, inertia 24850.6680959
start iteration
done sorting
end inner loop
Iteration 23, inertia 24847.6937126
start iteration
done sorting
end inner loop
Iteration 24, inertia 24846.3960599
start iteration
done sorting
end inner loop
Iteration 25, inertia 24844.8725694
start iteration
done sorting
end inner loop
Iteration 26, inertia 24843.7399943
start iteration
done sorting
end inner loop
Iteration 27, inertia 24842.7153641
start iteration
done sorting
end inner loop
Iteration 28, inertia 24842.0237333
start iteration
done sorting
end inner loop
Iteration 29, inertia 24841.9476939
start iteration
done sorting
end inner loop
Iteration 30, inertia 24841.8783142
start iteration
done sorting
end inner loop
Iteration 31, inertia 24841.8783142
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27551.0963435
start iteration
done sorting
end inner loop
Iteration 1, inertia 26415.0840811
start iteration
done sorting
end inner loop
Iteration 2, inertia 25859.9937041
start iteration
done sorting
end inner loop
Iteration 3, inertia 25561.542045
start iteration
done sorting
end inner loop
Iteration 4, inertia 25407.5886455
start iteration
done sorting
end inner loop
Iteration 5, inertia 25330.5371301
start iteration
done sorting
end inner loop
Iteration 6, inertia 25286.9366189
start iteration
done sorting
end inner loop
Iteration 7, inertia 25247.4660696
start iteration
done sorting
end inner loop
Iteration 8, inertia 25210.8173787
start iteration
done sorting
end inner loop
Iteration 9, inertia 25184.5732574
start iteration
done sorting
end inner loop
Iteration 10, inertia 25158.4978123
start iteration
done sorting
end inner loop
Iteration 11, inertia 25137.6360518
start iteration
done sorting
end inner loop
Iteration 12, inertia 25123.5597785
start iteration
done sorting
end inner loop
Iteration 13, inertia 25113.030182
start iteration
done sorting
end inner loop
Iteration 14, inertia 25106.5864056
start iteration
done sorting
end inner loop
Iteration 15, inertia 25101.3418112
start iteration
done sorting
end inner loop
Iteration 16, inertia 25095.6137768
start iteration
done sorting
end inner loop
Iteration 17, inertia 25085.5994238
start iteration
done sorting
end inner loop
Iteration 18, inertia 25079.1142282
start iteration
done sorting
end inner loop
Iteration 19, inertia 25075.269826
start iteration
done sorting
end inner loop
Iteration 20, inertia 25072.9990365
start iteration
done sorting
end inner loop
Iteration 21, inertia 25071.3052637
start iteration
done sorting
end inner loop
Iteration 22, inertia 25070.2660144
start iteration
done sorting
end inner loop
Iteration 23, inertia 25069.3462352
start iteration
done sorting
end inner loop
Iteration 24, inertia 25068.4803439
start iteration
done sorting
end inner loop
Iteration 25, inertia 25067.2128655
start iteration
done sorting
end inner loop
Iteration 26, inertia 25066.5366219
start iteration
done sorting
end inner loop
Iteration 27, inertia 25065.1143288
start iteration
done sorting
end inner loop
Iteration 28, inertia 25063.6999515
start iteration
done sorting
end inner loop
Iteration 29, inertia 25063.5546945
start iteration
done sorting
end inner loop
Iteration 30, inertia 25063.5339609
start iteration
done sorting
end inner loop
Iteration 31, inertia 25063.5339609
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26829.5769013
start iteration
done sorting
end inner loop
Iteration 1, inertia 26236.6155379
start iteration
done sorting
end inner loop
Iteration 2, inertia 25885.2094302
start iteration
done sorting
end inner loop
Iteration 3, inertia 25642.2353648
start iteration
done sorting
end inner loop
Iteration 4, inertia 25488.2423281
start iteration
done sorting
end inner loop
Iteration 5, inertia 25396.4978196
start iteration
done sorting
end inner loop
Iteration 6, inertia 25334.3712499
start iteration
done sorting
end inner loop
Iteration 7, inertia 25281.6190535
start iteration
done sorting
end inner loop
Iteration 8, inertia 25238.8164745
start iteration
done sorting
end inner loop
Iteration 9, inertia 25207.5178928
start iteration
done sorting
end inner loop
Iteration 10, inertia 25186.3051487
start iteration
done sorting
end inner loop
Iteration 11, inertia 25162.8261076
start iteration
done sorting
end inner loop
Iteration 12, inertia 25146.0954842
start iteration
done sorting
end inner loop
Iteration 13, inertia 25137.2154856
start iteration
done sorting
end inner loop
Iteration 14, inertia 25131.8415019
start iteration
done sorting
end inner loop
Iteration 15, inertia 25127.9867464
start iteration
done sorting
end inner loop
Iteration 16, inertia 25122.2847409
start iteration
done sorting
end inner loop
Iteration 17, inertia 25117.0367738
start iteration
done sorting
end inner loop
Iteration 18, inertia 25113.0737537
start iteration
done sorting
end inner loop
Iteration 19, inertia 25109.4458933
start iteration
done sorting
end inner loop
Iteration 20, inertia 25108.016533
start iteration
done sorting
end inner loop
Iteration 21, inertia 25105.5948368
start iteration
done sorting
end inner loop
Iteration 22, inertia 25103.244396
start iteration
done sorting
end inner loop
Iteration 23, inertia 25102.5920083
start iteration
done sorting
end inner loop
Iteration 24, inertia 25101.2918228
start iteration
done sorting
end inner loop
Iteration 25, inertia 25100.7620054
start iteration
done sorting
end inner loop
Iteration 26, inertia 25100.4860077
start iteration
done sorting
end inner loop
Iteration 27, inertia 25100.2961899
start iteration
done sorting
end inner loop
Iteration 28, inertia 25100.0115075
start iteration
done sorting
end inner loop
Iteration 29, inertia 25099.8587933
start iteration
done sorting
end inner loop
Iteration 30, inertia 25099.8587933
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27600.0905552
start iteration
done sorting
end inner loop
Iteration 1, inertia 26328.0561596
start iteration
done sorting
end inner loop
Iteration 2, inertia 25825.5852577
start iteration
done sorting
end inner loop
Iteration 3, inertia 25574.2879446
start iteration
done sorting
end inner loop
Iteration 4, inertia 25435.1916627
start iteration
done sorting
end inner loop
Iteration 5, inertia 25350.3860568
start iteration
done sorting
end inner loop
Iteration 6, inertia 25299.5125479
start iteration
done sorting
end inner loop
Iteration 7, inertia 25269.4000704
start iteration
done sorting
end inner loop
Iteration 8, inertia 25249.5568962
start iteration
done sorting
end inner loop
Iteration 9, inertia 25233.7695498
start iteration
done sorting
end inner loop
Iteration 10, inertia 25218.460682
start iteration
done sorting
end inner loop
Iteration 11, inertia 25200.6881015
start iteration
done sorting
end inner loop
Iteration 12, inertia 25184.606329
start iteration
done sorting
end inner loop
Iteration 13, inertia 25170.5167406
start iteration
done sorting
end inner loop
Iteration 14, inertia 25156.0397063
start iteration
done sorting
end inner loop
Iteration 15, inertia 25146.8030313
start iteration
done sorting
end inner loop
Iteration 16, inertia 25139.3577901
start iteration
done sorting
end inner loop
Iteration 17, inertia 25130.6441325
start iteration
done sorting
end inner loop
Iteration 18, inertia 25125.29707
start iteration
done sorting
end inner loop
Iteration 19, inertia 25122.0735327
start iteration
done sorting
end inner loop
Iteration 20, inertia 25119.7811968
start iteration
done sorting
end inner loop
Iteration 21, inertia 25117.5106181
start iteration
done sorting
end inner loop
Iteration 22, inertia 25116.0743826
start iteration
done sorting
end inner loop
Iteration 23, inertia 25115.0950452
start iteration
done sorting
end inner loop
Iteration 24, inertia 25114.7001055
start iteration
done sorting
end inner loop
Iteration 25, inertia 25114.3348048
start iteration
done sorting
end inner loop
Iteration 26, inertia 25114.0971195
start iteration
done sorting
end inner loop
Iteration 27, inertia 25113.939881
start iteration
done sorting
end inner loop
Iteration 28, inertia 25113.939881
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27683.3016119
start iteration
done sorting
end inner loop
Iteration 1, inertia 26707.1387795
start iteration
done sorting
end inner loop
Iteration 2, inertia 26122.6064543
start iteration
done sorting
end inner loop
Iteration 3, inertia 25789.8658262
start iteration
done sorting
end inner loop
Iteration 4, inertia 25602.1995632
start iteration
done sorting
end inner loop
Iteration 5, inertia 25478.8574343
start iteration
done sorting
end inner loop
Iteration 6, inertia 25391.4446021
start iteration
done sorting
end inner loop
Iteration 7, inertia 25315.677976
start iteration
done sorting
end inner loop
Iteration 8, inertia 25264.1419721
start iteration
done sorting
end inner loop
Iteration 9, inertia 25228.2411265
start iteration
done sorting
end inner loop
Iteration 10, inertia 25193.8338598
start iteration
done sorting
end inner loop
Iteration 11, inertia 25166.7856494
start iteration
done sorting
end inner loop
Iteration 12, inertia 25144.9447509
start iteration
done sorting
end inner loop
Iteration 13, inertia 25132.8761754
start iteration
done sorting
end inner loop
Iteration 14, inertia 25125.4631509
start iteration
done sorting
end inner loop
Iteration 15, inertia 25119.3086059
start iteration
done sorting
end inner loop
Iteration 16, inertia 25110.9333523
start iteration
done sorting
end inner loop
Iteration 17, inertia 25103.0196202
start iteration
done sorting
end inner loop
Iteration 18, inertia 25095.5201802
start iteration
done sorting
end inner loop
Iteration 19, inertia 25088.1641266
start iteration
done sorting
end inner loop
Iteration 20, inertia 25081.9255964
start iteration
done sorting
end inner loop
Iteration 21, inertia 25077.3487834
start iteration
done sorting
end inner loop
Iteration 22, inertia 25073.2947322
start iteration
done sorting
end inner loop
Iteration 23, inertia 25071.6977555
start iteration
done sorting
end inner loop
Iteration 24, inertia 25070.3437365
start iteration
done sorting
end inner loop
Iteration 25, inertia 25068.8955717
start iteration
done sorting
end inner loop
Iteration 26, inertia 25066.6085749
start iteration
done sorting
end inner loop
Iteration 27, inertia 25065.6271079
start iteration
done sorting
end inner loop
Iteration 28, inertia 25064.5099226
start iteration
done sorting
end inner loop
Iteration 29, inertia 25061.9608085
start iteration
done sorting
end inner loop
Iteration 30, inertia 25058.646717
start iteration
done sorting
end inner loop
Iteration 31, inertia 25055.3879058
start iteration
done sorting
end inner loop
Iteration 32, inertia 25053.2888028
start iteration
done sorting
end inner loop
Iteration 33, inertia 25050.7206105
start iteration
done sorting
end inner loop
Iteration 34, inertia 25047.1307189
start iteration
done sorting
end inner loop
Iteration 35, inertia 25043.2497734
start iteration
done sorting
end inner loop
Iteration 36, inertia 25038.5163868
start iteration
done sorting
end inner loop
Iteration 37, inertia 25034.8326355
start iteration
done sorting
end inner loop
Iteration 38, inertia 25033.2819417
start iteration
done sorting
end inner loop
Iteration 39, inertia 25031.2251053
start iteration
done sorting
end inner loop
Iteration 40, inertia 25029.1107261
start iteration
done sorting
end inner loop
Iteration 41, inertia 25027.4139992
start iteration
done sorting
end inner loop
Iteration 42, inertia 25024.8891656
start iteration
done sorting
end inner loop
Iteration 43, inertia 25021.5381076
start iteration
done sorting
end inner loop
Iteration 44, inertia 25019.4594637
start iteration
done sorting
end inner loop
Iteration 45, inertia 25017.5363908
start iteration
done sorting
end inner loop
Iteration 46, inertia 25015.5059894
start iteration
done sorting
end inner loop
Iteration 47, inertia 25013.3390138
start iteration
done sorting
end inner loop
Iteration 48, inertia 25010.3356371
start iteration
done sorting
end inner loop
Iteration 49, inertia 25007.2170545
start iteration
done sorting
end inner loop
Iteration 50, inertia 25004.7971452
start iteration
done sorting
end inner loop
Iteration 51, inertia 25002.9844273
start iteration
done sorting
end inner loop
Iteration 52, inertia 25001.8978198
start iteration
done sorting
end inner loop
Iteration 53, inertia 25001.1907072
start iteration
done sorting
end inner loop
Iteration 54, inertia 24999.415988
start iteration
done sorting
end inner loop
Iteration 55, inertia 24997.2772349
start iteration
done sorting
end inner loop
Iteration 56, inertia 24996.03069
start iteration
done sorting
end inner loop
Iteration 57, inertia 24993.9476461
start iteration
done sorting
end inner loop
Iteration 58, inertia 24991.3559768
start iteration
done sorting
end inner loop
Iteration 59, inertia 24989.9850222
start iteration
done sorting
end inner loop
Iteration 60, inertia 24989.1176035
start iteration
done sorting
end inner loop
Iteration 61, inertia 24988.49505
start iteration
done sorting
end inner loop
Iteration 62, inertia 24988.3012399
start iteration
done sorting
end inner loop
Iteration 63, inertia 24987.7959833
start iteration
done sorting
end inner loop
Iteration 64, inertia 24986.9591608
start iteration
done sorting
end inner loop
Iteration 65, inertia 24986.530454
start iteration
done sorting
end inner loop
Iteration 66, inertia 24986.297872
start iteration
done sorting
end inner loop
Iteration 67, inertia 24986.2165586
start iteration
done sorting
end inner loop
Iteration 68, inertia 24986.0953347
start iteration
done sorting
end inner loop
Iteration 69, inertia 24986.0813206
start iteration
done sorting
end inner loop
Iteration 70, inertia 24986.0022059
start iteration
done sorting
end inner loop
Iteration 71, inertia 24985.9676149
start iteration
done sorting
end inner loop
Iteration 72, inertia 24985.9274932
start iteration
done sorting
end inner loop
Iteration 73, inertia 24985.8749267
start iteration
done sorting
end inner loop
Iteration 74, inertia 24985.8456969
start iteration
done sorting
end inner loop
Iteration 75, inertia 24985.8239825
start iteration
done sorting
end inner loop
Iteration 76, inertia 24985.8239825
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27319.1994299
start iteration
done sorting
end inner loop
Iteration 1, inertia 26239.2916763
start iteration
done sorting
end inner loop
Iteration 2, inertia 25840.0329712
start iteration
done sorting
end inner loop
Iteration 3, inertia 25622.4169733
start iteration
done sorting
end inner loop
Iteration 4, inertia 25473.3821944
start iteration
done sorting
end inner loop
Iteration 5, inertia 25383.5938248
start iteration
done sorting
end inner loop
Iteration 6, inertia 25328.873248
start iteration
done sorting
end inner loop
Iteration 7, inertia 25294.1051953
start iteration
done sorting
end inner loop
Iteration 8, inertia 25265.0860919
start iteration
done sorting
end inner loop
Iteration 9, inertia 25240.3699209
start iteration
done sorting
end inner loop
Iteration 10, inertia 25219.9919098
start iteration
done sorting
end inner loop
Iteration 11, inertia 25207.7585336
start iteration
done sorting
end inner loop
Iteration 12, inertia 25198.8142603
start iteration
done sorting
end inner loop
Iteration 13, inertia 25189.8722099
start iteration
done sorting
end inner loop
Iteration 14, inertia 25183.5425033
start iteration
done sorting
end inner loop
Iteration 15, inertia 25179.6950749
start iteration
done sorting
end inner loop
Iteration 16, inertia 25176.9325373
start iteration
done sorting
end inner loop
Iteration 17, inertia 25174.1340516
start iteration
done sorting
end inner loop
Iteration 18, inertia 25171.3760074
start iteration
done sorting
end inner loop
Iteration 19, inertia 25168.1860037
start iteration
done sorting
end inner loop
Iteration 20, inertia 25167.7471245
start iteration
done sorting
end inner loop
Iteration 21, inertia 25166.8731881
start iteration
done sorting
end inner loop
Iteration 22, inertia 25164.6520982
start iteration
done sorting
end inner loop
Iteration 23, inertia 25161.9997478
start iteration
done sorting
end inner loop
Iteration 24, inertia 25161.5169835
start iteration
done sorting
end inner loop
Iteration 25, inertia 25161.3352948
start iteration
done sorting
end inner loop
Iteration 26, inertia 25161.2919323
start iteration
done sorting
end inner loop
Iteration 27, inertia 25161.2919323
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26863.4673927
start iteration
done sorting
end inner loop
Iteration 1, inertia 26036.1466413
start iteration
done sorting
end inner loop
Iteration 2, inertia 25679.4811129
start iteration
done sorting
end inner loop
Iteration 3, inertia 25500.4725222
start iteration
done sorting
end inner loop
Iteration 4, inertia 25396.9633197
start iteration
done sorting
end inner loop
Iteration 5, inertia 25333.142811
start iteration
done sorting
end inner loop
Iteration 6, inertia 25284.1671496
start iteration
done sorting
end inner loop
Iteration 7, inertia 25249.503706
start iteration
done sorting
end inner loop
Iteration 8, inertia 25222.2882756
start iteration
done sorting
end inner loop
Iteration 9, inertia 25197.878938
start iteration
done sorting
end inner loop
Iteration 10, inertia 25174.7244302
start iteration
done sorting
end inner loop
Iteration 11, inertia 25156.851455
start iteration
done sorting
end inner loop
Iteration 12, inertia 25142.8871999
start iteration
done sorting
end inner loop
Iteration 13, inertia 25121.6482789
start iteration
done sorting
end inner loop
Iteration 14, inertia 25104.297471
start iteration
done sorting
end inner loop
Iteration 15, inertia 25088.6577691
start iteration
done sorting
end inner loop
Iteration 16, inertia 25078.8996519
start iteration
done sorting
end inner loop
Iteration 17, inertia 25070.6440483
start iteration
done sorting
end inner loop
Iteration 18, inertia 25065.0192722
start iteration
done sorting
end inner loop
Iteration 19, inertia 25059.8387998
start iteration
done sorting
end inner loop
Iteration 20, inertia 25056.1499914
start iteration
done sorting
end inner loop
Iteration 21, inertia 25052.799709
start iteration
done sorting
end inner loop
Iteration 22, inertia 25050.5657347
start iteration
done sorting
end inner loop
Iteration 23, inertia 25048.9013432
start iteration
done sorting
end inner loop
Iteration 24, inertia 25048.3214578
start iteration
done sorting
end inner loop
Iteration 25, inertia 25047.7484598
start iteration
done sorting
end inner loop
Iteration 26, inertia 25047.4323237
start iteration
done sorting
end inner loop
Iteration 27, inertia 25047.2827458
start iteration
done sorting
end inner loop
Iteration 28, inertia 25047.0839218
start iteration
done sorting
end inner loop
Iteration 29, inertia 25046.8495702
start iteration
done sorting
end inner loop
Iteration 30, inertia 25046.6764799
start iteration
done sorting
end inner loop
Iteration 31, inertia 25046.5014209
start iteration
done sorting
end inner loop
Iteration 32, inertia 25046.2364128
start iteration
done sorting
end inner loop
Iteration 33, inertia 25045.9657661
start iteration
done sorting
end inner loop
Iteration 34, inertia 25045.6456273
start iteration
done sorting
end inner loop
Iteration 35, inertia 25045.5476968
start iteration
done sorting
end inner loop
Iteration 36, inertia 25045.5476968
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.035
Number of clusters: 25

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27031.0211432
start iteration
done sorting
end inner loop
Iteration 1, inertia 26138.9808749
start iteration
done sorting
end inner loop
Iteration 2, inertia 25728.855861
start iteration
done sorting
end inner loop
Iteration 3, inertia 25524.9526476
start iteration
done sorting
end inner loop
Iteration 4, inertia 25410.5472133
start iteration
done sorting
end inner loop
Iteration 5, inertia 25313.1175687
start iteration
done sorting
end inner loop
Iteration 6, inertia 25246.5176797
start iteration
done sorting
end inner loop
Iteration 7, inertia 25184.2345605
start iteration
done sorting
end inner loop
Iteration 8, inertia 25139.9309234
start iteration
done sorting
end inner loop
Iteration 9, inertia 25106.2528754
start iteration
done sorting
end inner loop
Iteration 10, inertia 25082.2712439
start iteration
done sorting
end inner loop
Iteration 11, inertia 25060.9032608
start iteration
done sorting
end inner loop
Iteration 12, inertia 25042.46295
start iteration
done sorting
end inner loop
Iteration 13, inertia 25029.9145017
start iteration
done sorting
end inner loop
Iteration 14, inertia 25014.7911057
start iteration
done sorting
end inner loop
Iteration 15, inertia 25001.5836343
start iteration
done sorting
end inner loop
Iteration 16, inertia 24989.654949
start iteration
done sorting
end inner loop
Iteration 17, inertia 24977.8794211
start iteration
done sorting
end inner loop
Iteration 18, inertia 24970.0776267
start iteration
done sorting
end inner loop
Iteration 19, inertia 24964.7103126
start iteration
done sorting
end inner loop
Iteration 20, inertia 24961.4683065
start iteration
done sorting
end inner loop
Iteration 21, inertia 24958.4745613
start iteration
done sorting
end inner loop
Iteration 22, inertia 24954.3670425
start iteration
done sorting
end inner loop
Iteration 23, inertia 24950.9755921
start iteration
done sorting
end inner loop
Iteration 24, inertia 24947.6259319
start iteration
done sorting
end inner loop
Iteration 25, inertia 24944.3156965
start iteration
done sorting
end inner loop
Iteration 26, inertia 24940.6694988
start iteration
done sorting
end inner loop
Iteration 27, inertia 24936.4657156
start iteration
done sorting
end inner loop
Iteration 28, inertia 24933.084429
start iteration
done sorting
end inner loop
Iteration 29, inertia 24930.1301557
start iteration
done sorting
end inner loop
Iteration 30, inertia 24927.4658412
start iteration
done sorting
end inner loop
Iteration 31, inertia 24925.8189887
start iteration
done sorting
end inner loop
Iteration 32, inertia 24924.1077447
start iteration
done sorting
end inner loop
Iteration 33, inertia 24922.3673572
start iteration
done sorting
end inner loop
Iteration 34, inertia 24920.3344115
start iteration
done sorting
end inner loop
Iteration 35, inertia 24918.6413694
start iteration
done sorting
end inner loop
Iteration 36, inertia 24917.2816681
start iteration
done sorting
end inner loop
Iteration 37, inertia 24915.1740674
start iteration
done sorting
end inner loop
Iteration 38, inertia 24913.2286432
start iteration
done sorting
end inner loop
Iteration 39, inertia 24911.3226447
start iteration
done sorting
end inner loop
Iteration 40, inertia 24909.3411878
start iteration
done sorting
end inner loop
Iteration 41, inertia 24908.7399671
start iteration
done sorting
end inner loop
Iteration 42, inertia 24908.1429621
start iteration
done sorting
end inner loop
Iteration 43, inertia 24906.9399844
start iteration
done sorting
end inner loop
Iteration 44, inertia 24906.0771251
start iteration
done sorting
end inner loop
Iteration 45, inertia 24904.9105416
start iteration
done sorting
end inner loop
Iteration 46, inertia 24904.2483514
start iteration
done sorting
end inner loop
Iteration 47, inertia 24903.2924227
start iteration
done sorting
end inner loop
Iteration 48, inertia 24902.3343564
start iteration
done sorting
end inner loop
Iteration 49, inertia 24900.6974649
start iteration
done sorting
end inner loop
Iteration 50, inertia 24900.0644247
start iteration
done sorting
end inner loop
Iteration 51, inertia 24899.6700661
start iteration
done sorting
end inner loop
Iteration 52, inertia 24899.1511915
start iteration
done sorting
end inner loop
Iteration 53, inertia 24898.8922994
start iteration
done sorting
end inner loop
Iteration 54, inertia 24898.6252736
start iteration
done sorting
end inner loop
Iteration 55, inertia 24898.3410617
start iteration
done sorting
end inner loop
Iteration 56, inertia 24898.0677909
start iteration
done sorting
end inner loop
Iteration 57, inertia 24897.8468187
start iteration
done sorting
end inner loop
Iteration 58, inertia 24897.3260554
start iteration
done sorting
end inner loop
Iteration 59, inertia 24896.2584373
start iteration
done sorting
end inner loop
Iteration 60, inertia 24895.9636523
start iteration
done sorting
end inner loop
Iteration 61, inertia 24895.6070786
start iteration
done sorting
end inner loop
Iteration 62, inertia 24895.390288
start iteration
done sorting
end inner loop
Iteration 63, inertia 24895.2466707
start iteration
done sorting
end inner loop
Iteration 64, inertia 24894.9212672
start iteration
done sorting
end inner loop
Iteration 65, inertia 24894.9212672
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27125.0465964
start iteration
done sorting
end inner loop
Iteration 1, inertia 26065.9313209
start iteration
done sorting
end inner loop
Iteration 2, inertia 25591.0957929
start iteration
done sorting
end inner loop
Iteration 3, inertia 25344.5828039
start iteration
done sorting
end inner loop
Iteration 4, inertia 25194.3520295
start iteration
done sorting
end inner loop
Iteration 5, inertia 25096.948399
start iteration
done sorting
end inner loop
Iteration 6, inertia 25040.5614921
start iteration
done sorting
end inner loop
Iteration 7, inertia 25004.2815406
start iteration
done sorting
end inner loop
Iteration 8, inertia 24982.8216793
start iteration
done sorting
end inner loop
Iteration 9, inertia 24970.9448315
start iteration
done sorting
end inner loop
Iteration 10, inertia 24961.7917489
start iteration
done sorting
end inner loop
Iteration 11, inertia 24952.4230484
start iteration
done sorting
end inner loop
Iteration 12, inertia 24944.0900115
start iteration
done sorting
end inner loop
Iteration 13, inertia 24935.207527
start iteration
done sorting
end inner loop
Iteration 14, inertia 24927.4055049
start iteration
done sorting
end inner loop
Iteration 15, inertia 24921.3477241
start iteration
done sorting
end inner loop
Iteration 16, inertia 24918.929104
start iteration
done sorting
end inner loop
Iteration 17, inertia 24917.8532092
start iteration
done sorting
end inner loop
Iteration 18, inertia 24916.7024821
start iteration
done sorting
end inner loop
Iteration 19, inertia 24914.9641081
start iteration
done sorting
end inner loop
Iteration 20, inertia 24913.5617323
start iteration
done sorting
end inner loop
Iteration 21, inertia 24912.097776
start iteration
done sorting
end inner loop
Iteration 22, inertia 24911.0561946
start iteration
done sorting
end inner loop
Iteration 23, inertia 24909.7180924
start iteration
done sorting
end inner loop
Iteration 24, inertia 24908.336515
start iteration
done sorting
end inner loop
Iteration 25, inertia 24906.193178
start iteration
done sorting
end inner loop
Iteration 26, inertia 24904.1731014
start iteration
done sorting
end inner loop
Iteration 27, inertia 24902.4419392
start iteration
done sorting
end inner loop
Iteration 28, inertia 24901.0806072
start iteration
done sorting
end inner loop
Iteration 29, inertia 24899.9121955
start iteration
done sorting
end inner loop
Iteration 30, inertia 24899.3617577
start iteration
done sorting
end inner loop
Iteration 31, inertia 24898.7091034
start iteration
done sorting
end inner loop
Iteration 32, inertia 24898.3206933
start iteration
done sorting
end inner loop
Iteration 33, inertia 24897.8580537
start iteration
done sorting
end inner loop
Iteration 34, inertia 24896.8895297
start iteration
done sorting
end inner loop
Iteration 35, inertia 24895.8745852
start iteration
done sorting
end inner loop
Iteration 36, inertia 24894.9992699
start iteration
done sorting
end inner loop
Iteration 37, inertia 24894.1037902
start iteration
done sorting
end inner loop
Iteration 38, inertia 24893.6469809
start iteration
done sorting
end inner loop
Iteration 39, inertia 24893.0780651
start iteration
done sorting
end inner loop
Iteration 40, inertia 24892.6904582
start iteration
done sorting
end inner loop
Iteration 41, inertia 24892.2101576
start iteration
done sorting
end inner loop
Iteration 42, inertia 24892.122052
start iteration
done sorting
end inner loop
Iteration 43, inertia 24891.9347542
start iteration
done sorting
end inner loop
Iteration 44, inertia 24891.4820187
start iteration
done sorting
end inner loop
Iteration 45, inertia 24890.950837
start iteration
done sorting
end inner loop
Iteration 46, inertia 24890.1168743
start iteration
done sorting
end inner loop
Iteration 47, inertia 24889.4966533
start iteration
done sorting
end inner loop
Iteration 48, inertia 24889.3134176
start iteration
done sorting
end inner loop
Iteration 49, inertia 24888.9250356
start iteration
done sorting
end inner loop
Iteration 50, inertia 24888.6483488
start iteration
done sorting
end inner loop
Iteration 51, inertia 24888.6483488
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27350.8608502
start iteration
done sorting
end inner loop
Iteration 1, inertia 26251.0348278
start iteration
done sorting
end inner loop
Iteration 2, inertia 25762.429408
start iteration
done sorting
end inner loop
Iteration 3, inertia 25540.7475324
start iteration
done sorting
end inner loop
Iteration 4, inertia 25419.9941334
start iteration
done sorting
end inner loop
Iteration 5, inertia 25339.7267037
start iteration
done sorting
end inner loop
Iteration 6, inertia 25279.5407856
start iteration
done sorting
end inner loop
Iteration 7, inertia 25234.3272333
start iteration
done sorting
end inner loop
Iteration 8, inertia 25199.8939476
start iteration
done sorting
end inner loop
Iteration 9, inertia 25174.8253179
start iteration
done sorting
end inner loop
Iteration 10, inertia 25153.7633882
start iteration
done sorting
end inner loop
Iteration 11, inertia 25132.7901027
start iteration
done sorting
end inner loop
Iteration 12, inertia 25113.1614651
start iteration
done sorting
end inner loop
Iteration 13, inertia 25089.3737616
start iteration
done sorting
end inner loop
Iteration 14, inertia 25064.4958755
start iteration
done sorting
end inner loop
Iteration 15, inertia 25045.5546096
start iteration
done sorting
end inner loop
Iteration 16, inertia 25031.1589748
start iteration
done sorting
end inner loop
Iteration 17, inertia 25011.5743197
start iteration
done sorting
end inner loop
Iteration 18, inertia 24993.0049611
start iteration
done sorting
end inner loop
Iteration 19, inertia 24978.36432
start iteration
done sorting
end inner loop
Iteration 20, inertia 24953.5658521
start iteration
done sorting
end inner loop
Iteration 21, inertia 24944.558672
start iteration
done sorting
end inner loop
Iteration 22, inertia 24940.843104
start iteration
done sorting
end inner loop
Iteration 23, inertia 24938.6638698
start iteration
done sorting
end inner loop
Iteration 24, inertia 24937.6211566
start iteration
done sorting
end inner loop
Iteration 25, inertia 24936.8839206
start iteration
done sorting
end inner loop
Iteration 26, inertia 24935.7986834
start iteration
done sorting
end inner loop
Iteration 27, inertia 24934.8398387
start iteration
done sorting
end inner loop
Iteration 28, inertia 24934.4499105
start iteration
done sorting
end inner loop
Iteration 29, inertia 24934.334478
start iteration
done sorting
end inner loop
Iteration 30, inertia 24934.2620197
start iteration
done sorting
end inner loop
Iteration 31, inertia 24934.2620197
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.052
Number of clusters: 26

Silhouette Coefficient: 0.024
Number of clusters: 11

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27200.9743522
start iteration
done sorting
end inner loop
Iteration 1, inertia 26219.0984738
start iteration
done sorting
end inner loop
Iteration 2, inertia 25741.5346186
start iteration
done sorting
end inner loop
Iteration 3, inertia 25537.8448462
start iteration
done sorting
end inner loop
Iteration 4, inertia 25414.7804519
start iteration
done sorting
end inner loop
Iteration 5, inertia 25334.2499611
start iteration
done sorting
end inner loop
Iteration 6, inertia 25274.7710613
start iteration
done sorting
end inner loop
Iteration 7, inertia 25228.3668371
start iteration
done sorting
end inner loop
Iteration 8, inertia 25192.5936369
start iteration
done sorting
end inner loop
Iteration 9, inertia 25163.9152264
start iteration
done sorting
end inner loop
Iteration 10, inertia 25138.6453674
start iteration
done sorting
end inner loop
Iteration 11, inertia 25120.175189
start iteration
done sorting
end inner loop
Iteration 12, inertia 25104.8347169
start iteration
done sorting
end inner loop
Iteration 13, inertia 25092.3368859
start iteration
done sorting
end inner loop
Iteration 14, inertia 25083.2351761
start iteration
done sorting
end inner loop
Iteration 15, inertia 25074.0137204
start iteration
done sorting
end inner loop
Iteration 16, inertia 25063.5181095
start iteration
done sorting
end inner loop
Iteration 17, inertia 25050.0884294
start iteration
done sorting
end inner loop
Iteration 18, inertia 25040.3460076
start iteration
done sorting
end inner loop
Iteration 19, inertia 25030.387323
start iteration
done sorting
end inner loop
Iteration 20, inertia 25020.2985661
start iteration
done sorting
end inner loop
Iteration 21, inertia 25014.7573597
start iteration
done sorting
end inner loop
Iteration 22, inertia 25010.1587737
start iteration
done sorting
end inner loop
Iteration 23, inertia 25003.71916
start iteration
done sorting
end inner loop
Iteration 24, inertia 24997.5382373
start iteration
done sorting
end inner loop
Iteration 25, inertia 24994.0286505
start iteration
done sorting
end inner loop
Iteration 26, inertia 24991.4661541
start iteration
done sorting
end inner loop
Iteration 27, inertia 24988.1109227
start iteration
done sorting
end inner loop
Iteration 28, inertia 24985.1396577
start iteration
done sorting
end inner loop
Iteration 29, inertia 24982.233057
start iteration
done sorting
end inner loop
Iteration 30, inertia 24979.7303819
start iteration
done sorting
end inner loop
Iteration 31, inertia 24976.3880577
start iteration
done sorting
end inner loop
Iteration 32, inertia 24973.6145787
start iteration
done sorting
end inner loop
Iteration 33, inertia 24970.0873558
start iteration
done sorting
end inner loop
Iteration 34, inertia 24967.6466206
start iteration
done sorting
end inner loop
Iteration 35, inertia 24965.6216651
start iteration
done sorting
end inner loop
Iteration 36, inertia 24962.809834
start iteration
done sorting
end inner loop
Iteration 37, inertia 24958.8076491
start iteration
done sorting
end inner loop
Iteration 38, inertia 24954.9450172
start iteration
done sorting
end inner loop
Iteration 39, inertia 24952.4418455
start iteration
done sorting
end inner loop
Iteration 40, inertia 24951.297015
start iteration
done sorting
end inner loop
Iteration 41, inertia 24949.6338529
start iteration
done sorting
end inner loop
Iteration 42, inertia 24948.8647191
start iteration
done sorting
end inner loop
Iteration 43, inertia 24947.0848029
start iteration
done sorting
end inner loop
Iteration 44, inertia 24944.746933
start iteration
done sorting
end inner loop
Iteration 45, inertia 24941.7793846
start iteration
done sorting
end inner loop
Iteration 46, inertia 24940.640964
start iteration
done sorting
end inner loop
Iteration 47, inertia 24940.1172319
start iteration
done sorting
end inner loop
Iteration 48, inertia 24939.4954161
start iteration
done sorting
end inner loop
Iteration 49, inertia 24939.0232297
start iteration
done sorting
end inner loop
Iteration 50, inertia 24938.6494097
start iteration
done sorting
end inner loop
Iteration 51, inertia 24938.3711105
start iteration
done sorting
end inner loop
Iteration 52, inertia 24937.9253288
start iteration
done sorting
end inner loop
Iteration 53, inertia 24937.6565501
start iteration
done sorting
end inner loop
Iteration 54, inertia 24937.2175871
start iteration
done sorting
end inner loop
Iteration 55, inertia 24937.0426229
start iteration
done sorting
end inner loop
Iteration 56, inertia 24936.8085243
start iteration
done sorting
end inner loop
Iteration 57, inertia 24936.8085243
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.047
Number of clusters: 27

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27378.3045005
start iteration
done sorting
end inner loop
Iteration 1, inertia 26312.38867
start iteration
done sorting
end inner loop
Iteration 2, inertia 25737.3354777
start iteration
done sorting
end inner loop
Iteration 3, inertia 25418.5051797
start iteration
done sorting
end inner loop
Iteration 4, inertia 25236.9295645
start iteration
done sorting
end inner loop
Iteration 5, inertia 25127.1757536
start iteration
done sorting
end inner loop
Iteration 6, inertia 25053.4842725
start iteration
done sorting
end inner loop
Iteration 7, inertia 24987.6575536
start iteration
done sorting
end inner loop
Iteration 8, inertia 24941.7384751
start iteration
done sorting
end inner loop
Iteration 9, inertia 24913.6751297
start iteration
done sorting
end inner loop
Iteration 10, inertia 24893.2631344
start iteration
done sorting
end inner loop
Iteration 11, inertia 24875.7887905
start iteration
done sorting
end inner loop
Iteration 12, inertia 24862.723877
start iteration
done sorting
end inner loop
Iteration 13, inertia 24853.8028537
start iteration
done sorting
end inner loop
Iteration 14, inertia 24846.5322033
start iteration
done sorting
end inner loop
Iteration 15, inertia 24839.897663
start iteration
done sorting
end inner loop
Iteration 16, inertia 24833.4585422
start iteration
done sorting
end inner loop
Iteration 17, inertia 24828.233621
start iteration
done sorting
end inner loop
Iteration 18, inertia 24823.4195042
start iteration
done sorting
end inner loop
Iteration 19, inertia 24820.6022698
start iteration
done sorting
end inner loop
Iteration 20, inertia 24817.793199
start iteration
done sorting
end inner loop
Iteration 21, inertia 24814.4475307
start iteration
done sorting
end inner loop
Iteration 22, inertia 24810.0119257
start iteration
done sorting
end inner loop
Iteration 23, inertia 24804.8135225
start iteration
done sorting
end inner loop
Iteration 24, inertia 24800.8469248
start iteration
done sorting
end inner loop
Iteration 25, inertia 24797.8472045
start iteration
done sorting
end inner loop
Iteration 26, inertia 24794.8159217
start iteration
done sorting
end inner loop
Iteration 27, inertia 24791.3772876
start iteration
done sorting
end inner loop
Iteration 28, inertia 24788.692618
start iteration
done sorting
end inner loop
Iteration 29, inertia 24787.2147643
start iteration
done sorting
end inner loop
Iteration 30, inertia 24786.1878659
start iteration
done sorting
end inner loop
Iteration 31, inertia 24785.841448
start iteration
done sorting
end inner loop
Iteration 32, inertia 24785.5965945
start iteration
done sorting
end inner loop
Iteration 33, inertia 24785.4971239
start iteration
done sorting
end inner loop
Iteration 34, inertia 24785.3180363
start iteration
done sorting
end inner loop
Iteration 35, inertia 24785.230109
start iteration
done sorting
end inner loop
Iteration 36, inertia 24785.0221647
start iteration
done sorting
end inner loop
Iteration 37, inertia 24784.6333187
start iteration
done sorting
end inner loop
Iteration 38, inertia 24784.2940804
start iteration
done sorting
end inner loop
Iteration 39, inertia 24784.0227323
start iteration
done sorting
end inner loop
Iteration 40, inertia 24783.8672897
start iteration
done sorting
end inner loop
Iteration 41, inertia 24783.6471295
start iteration
done sorting
end inner loop
Iteration 42, inertia 24783.5975189
start iteration
done sorting
end inner loop
Iteration 43, inertia 24783.5165514
start iteration
done sorting
end inner loop
Iteration 44, inertia 24783.2187738
start iteration
done sorting
end inner loop
Iteration 45, inertia 24783.0811105
start iteration
done sorting
end inner loop
Iteration 46, inertia 24782.9669246
start iteration
done sorting
end inner loop
Iteration 47, inertia 24782.8353528
start iteration
done sorting
end inner loop
Iteration 48, inertia 24782.8103931
start iteration
done sorting
end inner loop
Iteration 49, inertia 24782.8103931
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27630.6019544
start iteration
done sorting
end inner loop
Iteration 1, inertia 26334.5879877
start iteration
done sorting
end inner loop
Iteration 2, inertia 25784.0484144
start iteration
done sorting
end inner loop
Iteration 3, inertia 25532.8996266
start iteration
done sorting
end inner loop
Iteration 4, inertia 25407.2658736
start iteration
done sorting
end inner loop
Iteration 5, inertia 25323.8932804
start iteration
done sorting
end inner loop
Iteration 6, inertia 25271.3505713
start iteration
done sorting
end inner loop
Iteration 7, inertia 25231.2626848
start iteration
done sorting
end inner loop
Iteration 8, inertia 25194.184448
start iteration
done sorting
end inner loop
Iteration 9, inertia 25163.9537796
start iteration
done sorting
end inner loop
Iteration 10, inertia 25139.069382
start iteration
done sorting
end inner loop
Iteration 11, inertia 25120.5294482
start iteration
done sorting
end inner loop
Iteration 12, inertia 25105.7851675
start iteration
done sorting
end inner loop
Iteration 13, inertia 25094.0129904
start iteration
done sorting
end inner loop
Iteration 14, inertia 25085.5923055
start iteration
done sorting
end inner loop
Iteration 15, inertia 25075.2187353
start iteration
done sorting
end inner loop
Iteration 16, inertia 25067.1984499
start iteration
done sorting
end inner loop
Iteration 17, inertia 25058.5946363
start iteration
done sorting
end inner loop
Iteration 18, inertia 25051.3325444
start iteration
done sorting
end inner loop
Iteration 19, inertia 25047.8273653
start iteration
done sorting
end inner loop
Iteration 20, inertia 25044.3598153
start iteration
done sorting
end inner loop
Iteration 21, inertia 25041.4273194
start iteration
done sorting
end inner loop
Iteration 22, inertia 25040.2164918
start iteration
done sorting
end inner loop
Iteration 23, inertia 25038.5097801
start iteration
done sorting
end inner loop
Iteration 24, inertia 25037.567707
start iteration
done sorting
end inner loop
Iteration 25, inertia 25036.0222637
start iteration
done sorting
end inner loop
Iteration 26, inertia 25033.9890063
start iteration
done sorting
end inner loop
Iteration 27, inertia 25032.2813428
start iteration
done sorting
end inner loop
Iteration 28, inertia 25030.9034073
start iteration
done sorting
end inner loop
Iteration 29, inertia 25029.4163635
start iteration
done sorting
end inner loop
Iteration 30, inertia 25026.9225179
start iteration
done sorting
end inner loop
Iteration 31, inertia 25024.5849754
start iteration
done sorting
end inner loop
Iteration 32, inertia 25021.3294246
start iteration
done sorting
end inner loop
Iteration 33, inertia 25018.7493036
start iteration
done sorting
end inner loop
Iteration 34, inertia 25016.5735503
start iteration
done sorting
end inner loop
Iteration 35, inertia 25015.1783905
start iteration
done sorting
end inner loop
Iteration 36, inertia 25013.4372649
start iteration
done sorting
end inner loop
Iteration 37, inertia 25012.2745666
start iteration
done sorting
end inner loop
Iteration 38, inertia 25011.0437574
start iteration
done sorting
end inner loop
Iteration 39, inertia 25009.3553562
start iteration
done sorting
end inner loop
Iteration 40, inertia 25008.395202
start iteration
done sorting
end inner loop
Iteration 41, inertia 25006.5804991
start iteration
done sorting
end inner loop
Iteration 42, inertia 25005.7233119
start iteration
done sorting
end inner loop
Iteration 43, inertia 25004.8193173
start iteration
done sorting
end inner loop
Iteration 44, inertia 25003.8422983
start iteration
done sorting
end inner loop
Iteration 45, inertia 25002.411443
start iteration
done sorting
end inner loop
Iteration 46, inertia 25000.8939086
start iteration
done sorting
end inner loop
Iteration 47, inertia 24998.8369214
start iteration
done sorting
end inner loop
Iteration 48, inertia 24997.2940405
start iteration
done sorting
end inner loop
Iteration 49, inertia 24996.5294713
start iteration
done sorting
end inner loop
Iteration 50, inertia 24996.0075782
start iteration
done sorting
end inner loop
Iteration 51, inertia 24995.129984
start iteration
done sorting
end inner loop
Iteration 52, inertia 24994.4224365
start iteration
done sorting
end inner loop
Iteration 53, inertia 24994.4224365
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27539.9454127
start iteration
done sorting
end inner loop
Iteration 1, inertia 26423.5222775
start iteration
done sorting
end inner loop
Iteration 2, inertia 25928.1634378
start iteration
done sorting
end inner loop
Iteration 3, inertia 25667.822028
start iteration
done sorting
end inner loop
Iteration 4, inertia 25518.2294314
start iteration
done sorting
end inner loop
Iteration 5, inertia 25405.9787986
start iteration
done sorting
end inner loop
Iteration 6, inertia 25344.4303438
start iteration
done sorting
end inner loop
Iteration 7, inertia 25299.639424
start iteration
done sorting
end inner loop
Iteration 8, inertia 25264.6378759
start iteration
done sorting
end inner loop
Iteration 9, inertia 25240.4758409
start iteration
done sorting
end inner loop
Iteration 10, inertia 25217.8789552
start iteration
done sorting
end inner loop
Iteration 11, inertia 25204.7481524
start iteration
done sorting
end inner loop
Iteration 12, inertia 25196.7436291
start iteration
done sorting
end inner loop
Iteration 13, inertia 25191.4951931
start iteration
done sorting
end inner loop
Iteration 14, inertia 25186.6609773
start iteration
done sorting
end inner loop
Iteration 15, inertia 25182.5843601
start iteration
done sorting
end inner loop
Iteration 16, inertia 25178.5176827
start iteration
done sorting
end inner loop
Iteration 17, inertia 25175.4264117
start iteration
done sorting
end inner loop
Iteration 18, inertia 25173.1145996
start iteration
done sorting
end inner loop
Iteration 19, inertia 25171.367898
start iteration
done sorting
end inner loop
Iteration 20, inertia 25169.259867
start iteration
done sorting
end inner loop
Iteration 21, inertia 25168.2803156
start iteration
done sorting
end inner loop
Iteration 22, inertia 25167.0947821
start iteration
done sorting
end inner loop
Iteration 23, inertia 25165.8554998
start iteration
done sorting
end inner loop
Iteration 24, inertia 25164.4975287
start iteration
done sorting
end inner loop
Iteration 25, inertia 25163.9570608
start iteration
done sorting
end inner loop
Iteration 26, inertia 25163.3659661
start iteration
done sorting
end inner loop
Iteration 27, inertia 25162.9760485
start iteration
done sorting
end inner loop
Iteration 28, inertia 25162.5732087
start iteration
done sorting
end inner loop
Iteration 29, inertia 25162.2337585
start iteration
done sorting
end inner loop
Iteration 30, inertia 25162.1556069
start iteration
done sorting
end inner loop
Iteration 31, inertia 25162.1556069
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.042
Number of clusters: 28

Silhouette Coefficient: -0.044
Number of clusters: 29

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26815.6163138
start iteration
done sorting
end inner loop
Iteration 1, inertia 25657.8767999
start iteration
done sorting
end inner loop
Iteration 2, inertia 25245.6345035
start iteration
done sorting
end inner loop
Iteration 3, inertia 25046.7723613
start iteration
done sorting
end inner loop
Iteration 4, inertia 24935.9624599
start iteration
done sorting
end inner loop
Iteration 5, inertia 24859.2423764
start iteration
done sorting
end inner loop
Iteration 6, inertia 24802.0010979
start iteration
done sorting
end inner loop
Iteration 7, inertia 24763.7534892
start iteration
done sorting
end inner loop
Iteration 8, inertia 24730.469001
start iteration
done sorting
end inner loop
Iteration 9, inertia 24700.3639066
start iteration
done sorting
end inner loop
Iteration 10, inertia 24678.5629633
start iteration
done sorting
end inner loop
Iteration 11, inertia 24662.602763
start iteration
done sorting
end inner loop
Iteration 12, inertia 24649.8979442
start iteration
done sorting
end inner loop
Iteration 13, inertia 24639.0972809
start iteration
done sorting
end inner loop
Iteration 14, inertia 24631.1141527
start iteration
done sorting
end inner loop
Iteration 15, inertia 24623.4952329
start iteration
done sorting
end inner loop
Iteration 16, inertia 24613.9777623
start iteration
done sorting
end inner loop
Iteration 17, inertia 24608.6097625
start iteration
done sorting
end inner loop
Iteration 18, inertia 24604.9508455
start iteration
done sorting
end inner loop
Iteration 19, inertia 24601.2615975
start iteration
done sorting
end inner loop
Iteration 20, inertia 24596.9199994
start iteration
done sorting
end inner loop
Iteration 21, inertia 24594.5979752
start iteration
done sorting
end inner loop
Iteration 22, inertia 24593.1726484
start iteration
done sorting
end inner loop
Iteration 23, inertia 24591.4303917
start iteration
done sorting
end inner loop
Iteration 24, inertia 24590.9442175
start iteration
done sorting
end inner loop
Iteration 25, inertia 24590.6812075
start iteration
done sorting
end inner loop
Iteration 26, inertia 24590.1520286
start iteration
done sorting
end inner loop
Iteration 27, inertia 24589.5092699
start iteration
done sorting
end inner loop
Iteration 28, inertia 24589.2820833
start iteration
done sorting
end inner loop
Iteration 29, inertia 24588.9098461
start iteration
done sorting
end inner loop
Iteration 30, inertia 24588.4639945
start iteration
done sorting
end inner loop
Iteration 31, inertia 24588.286393
start iteration
done sorting
end inner loop
Iteration 32, inertia 24588.1747663
start iteration
done sorting
end inner loop
Iteration 33, inertia 24588.1747663
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27769.953295
start iteration
done sorting
end inner loop
Iteration 1, inertia 26323.965254
start iteration
done sorting
end inner loop
Iteration 2, inertia 25654.5779995
start iteration
done sorting
end inner loop
Iteration 3, inertia 25405.0738952
start iteration
done sorting
end inner loop
Iteration 4, inertia 25232.3773038
start iteration
done sorting
end inner loop
Iteration 5, inertia 25132.6833921
start iteration
done sorting
end inner loop
Iteration 6, inertia 25063.6028049
start iteration
done sorting
end inner loop
Iteration 7, inertia 25018.7730083
start iteration
done sorting
end inner loop
Iteration 8, inertia 24977.2215205
start iteration
done sorting
end inner loop
Iteration 9, inertia 24949.9483122
start iteration
done sorting
end inner loop
Iteration 10, inertia 24924.7754367
start iteration
done sorting
end inner loop
Iteration 11, inertia 24896.0199845
start iteration
done sorting
end inner loop
Iteration 12, inertia 24873.1963421
start iteration
done sorting
end inner loop
Iteration 13, inertia 24858.5749218
start iteration
done sorting
end inner loop
Iteration 14, inertia 24847.6324291
start iteration
done sorting
end inner loop
Iteration 15, inertia 24840.6066063
start iteration
done sorting
end inner loop
Iteration 16, inertia 24833.5202502
start iteration
done sorting
end inner loop
Iteration 17, inertia 24826.2810406
start iteration
done sorting
end inner loop
Iteration 18, inertia 24820.1458609
start iteration
done sorting
end inner loop
Iteration 19, inertia 24816.0938997
start iteration
done sorting
end inner loop
Iteration 20, inertia 24811.6424528
start iteration
done sorting
end inner loop
Iteration 21, inertia 24807.1514526
start iteration
done sorting
end inner loop
Iteration 22, inertia 24805.5095317
start iteration
done sorting
end inner loop
Iteration 23, inertia 24803.7127586
start iteration
done sorting
end inner loop
Iteration 24, inertia 24800.9405746
start iteration
done sorting
end inner loop
Iteration 25, inertia 24798.0111208
start iteration
done sorting
end inner loop
Iteration 26, inertia 24795.937887
start iteration
done sorting
end inner loop
Iteration 27, inertia 24793.6682894
start iteration
done sorting
end inner loop
Iteration 28, inertia 24791.8633107
start iteration
done sorting
end inner loop
Iteration 29, inertia 24788.5547409
start iteration
done sorting
end inner loop
Iteration 30, inertia 24786.767846
start iteration
done sorting
end inner loop
Iteration 31, inertia 24785.9867459
start iteration
done sorting
end inner loop
Iteration 32, inertia 24785.1398717
start iteration
done sorting
end inner loop
Iteration 33, inertia 24784.0715579
start iteration
done sorting
end inner loop
Iteration 34, inertia 24783.1150579
start iteration
done sorting
end inner loop
Iteration 35, inertia 24782.9084804
start iteration
done sorting
end inner loop
Iteration 36, inertia 24782.8475132
start iteration
done sorting
end inner loop
Iteration 37, inertia 24782.7465864
start iteration
done sorting
end inner loop
Iteration 38, inertia 24782.0637253
start iteration
done sorting
end inner loop
Iteration 39, inertia 24780.177037
start iteration
done sorting
end inner loop
Iteration 40, inertia 24777.2130707
start iteration
done sorting
end inner loop
Iteration 41, inertia 24773.2994441
start iteration
done sorting
end inner loop
Iteration 42, inertia 24768.8764664
start iteration
done sorting
end inner loop
Iteration 43, inertia 24766.2301224
start iteration
done sorting
end inner loop
Iteration 44, inertia 24762.9304845
start iteration
done sorting
end inner loop
Iteration 45, inertia 24759.8950028
start iteration
done sorting
end inner loop
Iteration 46, inertia 24756.8588619
start iteration
done sorting
end inner loop
Iteration 47, inertia 24753.9651946
start iteration
done sorting
end inner loop
Iteration 48, inertia 24750.9007779
start iteration
done sorting
end inner loop
Iteration 49, inertia 24748.5570007
start iteration
done sorting
end inner loop
Iteration 50, inertia 24746.7244755
start iteration
done sorting
end inner loop
Iteration 51, inertia 24745.8644672
start iteration
done sorting
end inner loop
Iteration 52, inertia 24745.4617359
start iteration
done sorting
end inner loop
Iteration 53, inertia 24744.925738
start iteration
done sorting
end inner loop
Iteration 54, inertia 24743.9684094
start iteration
done sorting
end inner loop
Iteration 55, inertia 24743.4811542
start iteration
done sorting
end inner loop
Iteration 56, inertia 24742.9891237
start iteration
done sorting
end inner loop
Iteration 57, inertia 24742.7939251
start iteration
done sorting
end inner loop
Iteration 58, inertia 24742.627485
start iteration
done sorting
end inner loop
Iteration 59, inertia 24742.627485
center shift 0.000000e+00 within tolerance 2.571285e-06
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC041.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC042.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC043.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC044.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC045.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26585.6880312
start iteration
done sorting
end inner loop
Iteration 1, inertia 25672.1439715
start iteration
done sorting
end inner loop
Iteration 2, inertia 25273.9729847
start iteration
done sorting
end inner loop
Iteration 3, inertia 25076.1858925
start iteration
done sorting
end inner loop
Iteration 4, inertia 24962.8025994
start iteration
done sorting
end inner loop
Iteration 5, inertia 24893.5873559
start iteration
done sorting
end inner loop
Iteration 6, inertia 24844.1100783
start iteration
done sorting
end inner loop
Iteration 7, inertia 24812.9120706
start iteration
done sorting
end inner loop
Iteration 8, inertia 24785.7444177
start iteration
done sorting
end inner loop
Iteration 9, inertia 24766.7905078
start iteration
done sorting
end inner loop
Iteration 10, inertia 24753.6707319
start iteration
done sorting
end inner loop
Iteration 11, inertia 24737.9372722
start iteration
done sorting
end inner loop
Iteration 12, inertia 24727.5551334
start iteration
done sorting
end inner loop
Iteration 13, inertia 24719.5411657
start iteration
done sorting
end inner loop
Iteration 14, inertia 24714.600828
start iteration
done sorting
end inner loop
Iteration 15, inertia 24708.3247658
start iteration
done sorting
end inner loop
Iteration 16, inertia 24703.0356432
start iteration
done sorting
end inner loop
Iteration 17, inertia 24697.6635269
start iteration
done sorting
end inner loop
Iteration 18, inertia 24693.0460308
start iteration
done sorting
end inner loop
Iteration 19, inertia 24689.7951897
start iteration
done sorting
end inner loop
Iteration 20, inertia 24686.0912667
start iteration
done sorting
end inner loop
Iteration 21, inertia 24682.0911882
start iteration
done sorting
end inner loop
Iteration 22, inertia 24678.6685247
start iteration
done sorting
end inner loop
Iteration 23, inertia 24674.6952007
start iteration
done sorting
end inner loop
Iteration 24, inertia 24670.7687232
start iteration
done sorting
end inner loop
Iteration 25, inertia 24665.722938
start iteration
done sorting
end inner loop
Iteration 26, inertia 24661.6592136
start iteration
done sorting
end inner loop
Iteration 27, inertia 24657.3828173
start iteration
done sorting
end inner loop
Iteration 28, inertia 24652.038856
start iteration
done sorting
end inner loop
Iteration 29, inertia 24647.1886523
start iteration
done sorting
end inner loop
Iteration 30, inertia 24641.7390595
start iteration
done sorting
end inner loop
Iteration 31, inertia 24634.5090182
start iteration
done sorting
end inner loop
Iteration 32, inertia 24628.2807097
start iteration
done sorting
end inner loop
Iteration 33, inertia 24623.6306939
start iteration
done sorting
end inner loop
Iteration 34, inertia 24619.696053
start iteration
done sorting
end inner loop
Iteration 35, inertia 24617.8503832
start iteration
done sorting
end inner loop
Iteration 36, inertia 24616.9474246
start iteration
done sorting
end inner loop
Iteration 37, inertia 24615.8485916
start iteration
done sorting
end inner loop
Iteration 38, inertia 24613.8243385
start iteration
done sorting
end inner loop
Iteration 39, inertia 24612.4146099
start iteration
done sorting
end inner loop
Iteration 40, inertia 24609.9905713
start iteration
done sorting
end inner loop
Iteration 41, inertia 24607.3012632
start iteration
done sorting
end inner loop
Iteration 42, inertia 24605.8446058
start iteration
done sorting
end inner loop
Iteration 43, inertia 24604.7361462
start iteration
done sorting
end inner loop
Iteration 44, inertia 24604.6761195
start iteration
done sorting
end inner loop
Iteration 45, inertia 24604.4102679
start iteration
done sorting
end inner loop
Iteration 46, inertia 24604.4102679
center shift 0.000000e+00 within tolerance 2.571285e-06
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC046.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC047.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC048.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26602.9621892
start iteration
done sorting
end inner loop
Iteration 1, inertia 25646.6154592
start iteration
done sorting
end inner loop
Iteration 2, inertia 25261.5195844
start iteration
done sorting
end inner loop
Iteration 3, inertia 25047.7325449
start iteration
done sorting
end inner loop
Iteration 4, inertia 24924.0936383
start iteration
done sorting
end inner loop
Iteration 5, inertia 24848.5907955
start iteration
done sorting
end inner loop
Iteration 6, inertia 24793.9538412
start iteration
done sorting
end inner loop
Iteration 7, inertia 24733.7148496
start iteration
done sorting
end inner loop
Iteration 8, inertia 24695.774956
start iteration
done sorting
end inner loop
Iteration 9, inertia 24667.6751434
start iteration
done sorting
end inner loop
Iteration 10, inertia 24643.3669977
start iteration
done sorting
end inner loop
Iteration 11, inertia 24626.7537723
start iteration
done sorting
end inner loop
Iteration 12, inertia 24612.4637582
start iteration
done sorting
end inner loop
Iteration 13, inertia 24601.5231643
start iteration
done sorting
end inner loop
Iteration 14, inertia 24592.5240874
start iteration
done sorting
end inner loop
Iteration 15, inertia 24585.1664978
start iteration
done sorting
end inner loop
Iteration 16, inertia 24574.6763335
start iteration
done sorting
end inner loop
Iteration 17, inertia 24565.335142
start iteration
done sorting
end inner loop
Iteration 18, inertia 24558.9887886
start iteration
done sorting
end inner loop
Iteration 19, inertia 24552.5624253
start iteration
done sorting
end inner loop
Iteration 20, inertia 24544.9418198
start iteration
done sorting
end inner loop
Iteration 21, inertia 24540.3049992
start iteration
done sorting
end inner loop
Iteration 22, inertia 24535.9079173
start iteration
done sorting
end inner loop
Iteration 23, inertia 24531.8196512
start iteration
done sorting
end inner loop
Iteration 24, inertia 24527.1706614
start iteration
done sorting
end inner loop
Iteration 25, inertia 24520.9598758
start iteration
done sorting
end inner loop
Iteration 26, inertia 24513.9657322
start iteration
done sorting
end inner loop
Iteration 27, inertia 24506.7249478
start iteration
done sorting
end inner loop
Iteration 28, inertia 24498.8413727
start iteration
done sorting
end inner loop
Iteration 29, inertia 24494.5702947
start iteration
done sorting
end inner loop
Iteration 30, inertia 24490.6057034
start iteration
done sorting
end inner loop
Iteration 31, inertia 24487.9984341
start iteration
done sorting
end inner loop
Iteration 32, inertia 24485.4316523
start iteration
done sorting
end inner loop
Iteration 33, inertia 24483.2756937
start iteration
done sorting
end inner loop
Iteration 34, inertia 24482.085342
start iteration
done sorting
end inner loop
Iteration 35, inertia 24480.5701801
start iteration
done sorting
end inner loop
Iteration 36, inertia 24479.3274329
start iteration
done sorting
end inner loop
Iteration 37, inertia 24478.9111607
start iteration
done sorting
end inner loop
Iteration 38, inertia 24478.3621253
start iteration
done sorting
end inner loop
Iteration 39, inertia 24478.2051697
start iteration
done sorting
end inner loop
Iteration 40, inertia 24477.8681661
start iteration
done sorting
end inner loop
Iteration 41, inertia 24477.0964692
start iteration
done sorting
end inner loop
Iteration 42, inertia 24476.7771798
start iteration
done sorting
end inner loop
Iteration 43, inertia 24476.418246
start iteration
done sorting
end inner loop
Iteration 44, inertia 24476.1141605
start iteration
done sorting
end inner loop
Iteration 45, inertia 24475.6753553
start iteration
done sorting
end inner loop
Iteration 46, inertia 24475.342305
start iteration
done sorting
end inner loop
Iteration 47, inertia 24475.2068294
start iteration
done sorting
end inner loop
Iteration 48, inertia 24474.9419556
start iteration
done sorting
end inner loop
Iteration 49, inertia 24474.8067599
start iteration
done sorting
end inner loop
Iteration 50, inertia 24474.6486413
start iteration
done sorting
end inner loop
Iteration 51, inertia 24474.0842426
start iteration
done sorting
end inner loop
Iteration 52, inertia 24474.0427479
start iteration
done sorting
end inner loop
Iteration 53, inertia 24474.0427479
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.053
Number of clusters: 30

usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC049.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC050.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC051.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC052.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC053.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26261.6338484
start iteration
done sorting
end inner loop
Iteration 1, inertia 25540.1684824
start iteration
done sorting
end inner loop
Iteration 2, inertia 25216.9635994
start iteration
done sorting
end inner loop
Iteration 3, inertia 25032.0563676
start iteration
done sorting
end inner loop
Iteration 4, inertia 24898.8808973
start iteration
done sorting
end inner loop
Iteration 5, inertia 24797.6201145
start iteratusage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC054.cls
Silhouette Coefficient: 0.038
Number of clusters: 12

usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC055.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC056.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC057.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC058.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26845.88184
start iteration
done sorting
end inner loop
Iteration 1, inertia 25899.7974306
start iteration
done sorting
end inner loop
Iteration 2, inertia 25495.7508892
start iteration
done sorting
end inner loop
Iteration 3, inertia 25257.4595301
start iteration
done sorting
end inner loop
Iteration 4, inertia 25105.6760687
start iteration
done sorting
end inner loop
Iteration 5, inertia 24984.1252677
start iteration
done sorting
end inner loop
Iteration 6, inertia 24871.351776
start iteration
done sorting
end inner loop
Iteration 7, inertia 24775.1145075
start iteration
done sorting
end inner loop
Iteration 8, inertia 24711.1792712
start iteration
done sorting
end inner loop
Iteration 9, inertia 24667.6499099
start iteration
done sorting
end inner loop
Iteration 10, inertia 24645.2981528
start iteration
done sorting
end inner loop
Iteration 11, inertia 24630.6588015
start iteration
done sorting
end inner loop
Iteration 12, inertia 24620.6976455
start iteration
done sorting
end inner loop
Iteration 13, inertia 24614.2322194
start iteration
done sorting
end inner loop
Iteration 14, inertia 24608.1509579
start iteration
done sorting
end inner loop
Iteration 15, inertia 24602.5656102
start iteration
done sorting
end inner loop
Iteration 16, inertia 24598.390091
start iteration
done sorting
end inner loop
Iteration 17, inertia 24593.9749641
start iteration
done sorting
end inner loop
Iteration 18, inertia 24587.1776195
start iteration
done sorting
end inner loop
Iteration 19, inertia 24579.9136057
start iteration
done sorting
end inner loop
Iteration 20, inertia 24571.5337409
start iteration
done sorting
end inner loop
Iteration 21, inertia 24564.8802664
start iteration
done sorting
end inner loop
Iteration 22, inertia 24559.5670847
start iteration
done sorting
end inner loop
Iteration 23, inertia 24552.5462923
start iteration
done sorting
end inner loop
Iteration 24, inertia 24549.6553177
start iteration
done sorting
end inner loop
Iteration 25, inertia 24546.2078223
start iteration
done sorting
end inner loop
Iteration 26, inertia 24541.9105299
start iteration
done sorting
end inner loop
Iteration 27, inertia 24539.3772806
start iteration
done sorting
end inner loop
Iteration 28, inertia 24535.883353
start iteration
done sorting
end inner loop
Iteration 29, inertia 24532.9996158
start iteration
done sorting
end inner loop
Iteration 30, inertia 24531.750941
start iteration
done sorting
end inner loop
Iteration 31, inertia 24530.0184875
start iteration
done sorting
end inner loop
Iteration 32, inertia 24527.9891819
start iteration
done sorting
end inner loop
Iteration 33, inertia 24525.8608729
start iteration
done sorting
end inner loop
Iteration 34, inertia 24524.7284567
start iteration
done sorting
end inner loop
Iteration 35, inertia 24523.2685428
start iteration
done sorting
end inner loop
Iteration 36, inertia 24521.4307099
start iteration
done sorting
end inner loop
Iteration 37, inertia 24519.7485453
start iteration
done sorting
end inner loop
Iteration 38, inertia 24518.0660553
start iteration
done sorting
end inner loop
Iteration 39, inertia 24514.8206504
start iteration
done sorting
end inner loop
Iteration 40, inertia 24509.0081252
start iteration
done sorting
end inner loop
Iteration 41, inertia 24506.90009
start iteration
done sorting
end inner loop
Iteration 42, inertia 24504.6575422
start iteration
done sorting
end inner loop
Iteration 43, inertia 24503.2169895
start iteration
done sorting
end inner loop
Iteration 44, inertia 24502.7316244
start iteration
done sorting
end inner loop
Iteration 45, inertia 24502.0912947
start iteration
done sorting
end inner loop
Iteration 46, inertia 24501.6470716
start iteration
done sorting
end inner loop
Iteration 47, inertia 24500.6517861
start iteration
done sorting
end inner loop
Iteration 48, inertia 24499.5212002
start iteration
done sorting
end inner loop
Iteration 49, inertia 24498.2629862
start iteration
done sorting
end inner loop
Iteration 50, inertia 24496.3792533
start iteration
done sorting
end inner loop
Iteration 51, inertia 24495.7598552
start iteration
done sorting
end inner loop
Iteration 52, inertia 24495.4711159
start iteration
done sorting
end inner loop
Iteration 53, inertia 24495.407995
start iteration
done sorting
end inner loop
Iteration 54, inertia 24495.1742823
start iteration
done sorting
end inner loop
Iteration 55, inertia 24494.9116232
start iteration
done sorting
end inner loop
Iteration 56, inertia 24494.835377
start iteration
done sorting
end inner loop
Iteration 57, inertia 24494.835377
center shift 0.000000e+00 within tolerance 2.571285e-06
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC059.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC060.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27203.6076616
start iteration
done sorting
end inner loop
Iteration 1, inertia 25916.4883259
start iteration
done sorting
end inner loop
Iteration 2, inertia 25359.0009367
start iteration
done sorting
end inner loop
Iteration 3, inertia 25120.6301921
start iteration
done sorting
end inner loop
Iteration 4, inertia 25009.0478833
start iteration
done sorting
end inner loop
Iteration 5, inertia 24924.9649984
start iteration
done sorting
end inner loop
Iteration 6, inertia 24873.3079468
start iteration
done sorting
end inner loop
Iteration 7, inertia 24835.4535652
start iteration
done sorting
end inner loop
Iteration 8, inertia 24799.6291116
start iteration
done sorting
end inner loop
Iteration 9, inertia 24774.1824295
start iteration
done sorting
end inner loop
Iteration 10, inertia 24753.0953085
start iteration
done sorting
end inner loop
Iteration 11, inertia 24741.4407505
start iteration
done sorting
end inner loop
Iteration 12, inertia 24732.3360014
start iteration
done sorting
end inner loop
Iteration 13, inertia 24722.9343696
start iteration
done sorting
end inner loop
Iteration 14, inertia 24714.638316
start iteration
done sorting
end inner loop
Iteration 15, inertia 24704.2704628
start iteration
done sorting
end inner loop
Iteration 16, inertia 24697.5311461
start iteration
done sorting
end inner loop
Iteration 17, inertia 24691.9757764
start iteration
done sorting
end inner loop
Iteration 18, inertia 24687.9955336
start iteration
done sorting
end inner loop
Iteration 19, inertia 24685.5476291
start iteration
done sorting
end inner loop
Iteration 20, inertia 24681.9186139
start iteration
done sorting
end inner loop
Iteration 21, inertia usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC061.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC062.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26802.530498
start iteration
done sorting
end inner loop
Iteration 1, inertia 25721.2872205
start iteration
done sorting
end inner loop
Iteration 2, inertia 25305.9320479
start iteration
done sorting
end inner loop
Iteration 3, inertia 25104.7822778
start iteration
done sorting
end inner loop
Iteration 4, inertia 24976.3943219
start iteration
done sorting
end inner loop
Iteration 5, inertia 24881.5435513
start iteration
done sorting
end inner loop
Iteration 6, inertia 24798.5213105
start iteration
done sorting
end inner loop
Iteration 7, inertia 24734.0524115
start iteration
done sorting
end inner loop
Iteration 8, inertia 24693.0002162
start iteration
done sorting
end inner loop
Iteration 9, inertia 24669.394956
start iteration
done sorting
end inner loop
Iteration 10, inertia 24654.8990125
start iteration
done sorting
end inner loop
Iteration 11, inertia 24644.5385179
start iteration
done sorting
end inner loop
Iteration 12, inertia 24635.5108091
start iteration
done sorting
end inner loop
Iteration 13, inertia 24626.8077312
start iteration
done sorting
end inner loop
Iteration 14, inertia 24620.8901242
start iteration
done sorting
end inner loop
Iteration 15, inertia 24616.8001336
start iteration
done sorting
end inner loop
Iteration 16, inertia 24614.7422337
start iteration
done sorting
end inner loop
Iteration 17, inertia 24612.5760968
start iteration
done sorting
end inner loop
Iteration 18, inertia 24610.5986337
start iteration
done sorting
end inner loop
Iteration 19, inertia 24609.124437
start iteration
done sorting
end inner loop
Iteration 20, inertia 24608.6471583
start iteration
done sorting
end inner loop
Iteration 21, inertia 24608.4845525
start iteration
done sorting
end inner loop
Iteration 22, inertia 24608.4202452
start iteration
done sorting
end inner loop
Iteration 23, inertia 24608.4202452
center shift 0.000000e+00 within tolerance 2.571285e-06
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC063.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC064.cls
Silhouette Coefficient: -0.058
Number of clusters: 31

usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC065.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC066.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC067.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC068.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC069.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC070.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC071.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC072.cls
Silhouette Coefficient: -0.096
Number of clusters: 22

usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC073.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC074.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC075.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26888.3029572
start iteration
done sorting
end inner loop
Iteration 1, inertia 25931.7101302
start iteration
done sorting
end inner loop
Iteration 2, inertia 25390.1184496
start iteration
done sorting
end inner loop
Iteration 3, inertia 25094.264236
start iteration
done sorting
end inner loop
Iteration 4, inertia 24905.9522821
start iteration
done sorting
end inner loop
Iteration 5, inertia 24781.936417
start iteration
done sorting
end inner loop
Iteration 6, inertia 24714.3017316
start iteration
done sorting
end inner loop
Iteration 7, inertia 24668.7083048
start iteration
done sorting
end inner loop
Iteration 8, inertia 24632.2869209
start iteration
done sorting
end inner loop
Iteration 9, inertia 24608.1999701
start iteration
done sorting
end inner loop
Iteration 10, inertia 24588.8811137
start iteration
done sorting
end inner loop
Iteration 11, inertia 24569.0123958
start iteration
done sorting
end inner loop
Iteration 12, inertia 24552.319743
start iteration
done sorting
end inner loop
Iteration 13, inertia 24531.8262603
start iteration
done sorting
end inner loop
Iteration 14, inertia 24519.7470386
start iteration
done sorting
end inner loop
Iteration 15, inertia 24514.0907115
start iteration
done sorting
end inner loop
Iteration 16, inertia 24509.8013518
start iteration
done sorting
end inner loop
Iteration 17, inertia 24504.2303684
start iteration
done sorting
end inner loop
Iteration 18, inertia 24498.6595778
start iteration
done sorting
end inner loop
Iteration 19, inertia 24492.9000433
start iteration
done sorting
end inner loop
Iteration 20, inertia 24487.9277725
start iteration
done sorting
end inner loop
Iteration 21, inertia 24483.8085088
start iteration
done sorting
end inner loop
Iteration 22, inertia 24480.4076501
start iteration
done sorting
end inner loop
Iteration 23, inertia 24477.3373602
start iteration
done sorting
end inner loop
Iteration 24, inertia 24474.3680772
start iteration
done sorting
end inner loop
Iteration 25, inertia 24470.7625111
start iteration
done sorting
end inner loop
Iteration 26, inertia 24467.9873314
start iteration
done sorting
end inner loop
Iteration 27, inertia 24466.1040455
start iteration
done sorting
end inner loop
Iteration 28, inertia 24463.5630091
start iteration
done sorting
end inner loop
Iteration 29, inertia 24461.221147
start iteration
done sorting
end inner loop
Iteration 30, inertia 24459.1745692
start iteration
done sorting
end inner loop
Iteration 31, inertia 24457.2621949
start iteration
done sorting
end inner loop
Iteration 32, inertia 24456.9905121
start iteration
done sorting
end inner loop
Iteration 33, inertia 24456.4662012
start iteration
done sorting
end inner loop
Iteration 34, inertia 24455.8922627
start iteration
done sorting
end inner loop
Iteration 35, inertia 24455.7096448
start iteration
done sorting
end inner loop
Iteration 36, inertia 24455.5740904
start iteration
done sorting
end inner loop
Iteration 37, inertia 24455.5740904
center shift 0.000000e+00 within tolerance 2.571285e-06
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC076.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC077.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC078.cls
Silhouette Coefficient: -0.045
Number of clusters: 32

usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC079.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC080.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC081.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC082.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC083.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC084.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC085.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC086.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC087.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC088.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC089.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC090.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26819.3077642
start iteration
done sorting
end inner loop
Iteration 1, inertia 25506.0426871
start iteration
done sorting
end inner loop
Iteration 2, inertia 25002.1701281
start iteration
done sorting
end inner loop
Iteration 3, inertia 24761.0389371
start iteration
done sorting
end inner loop
Iteration 4, inertia 24643.5354308
start iteration
done sorting
end inner loop
Iteration 5, inertia 24573.5350789
start iteration
done sorting
end inner loop
Iteration 6, inertia 24517.8293859
start iteration
done sorting
end inner loop
Iteration 7, inertia 24470.9094759
start iteration
done sorting
end inner loop
Iteration 8, inertia 24431.0975822
start iteration
done sorting
end inner loop
Iteration 9, inertia 24399.8497195
start iteration
done sorting
end inner loop
Iteration 10, inertia 24363.9303954
start iteration
done sorting
end inner loop
Iteration 11, inertia 24340.5156448
start iteration
done sorting
end inner loop
Iteration 12, inertia 24328.0840655
start iteration
done sorting
end inner loop
Iteration 13, inertia 24317.1032068
start iteration
done sorting
end inner loop
Iteration 14, inertia 24304.3134618
start iteration
done sorting
end inner loop
Iteration 15, inertia 24289.1411205
start iteration
done sorting
end inner loop
Iteration 16, inertia 24278.496067
start iteration
done sorting
end inner loop
Iteration 17, inertia 24267.9981962
start iteration
done sorting
end inner loop
Iteration 18, inertia 24258.346512
start iteration
done sorting
end inner loop
Iteration 19, inertia 24251.9835464
start iteration
done sorting
end inner loop
Iteration 20, inertia 24243.8381469
start iteration
done sorting
end inner loop
Iteration 21, inertia 24235.6359651
start iteration
done sorting
end inner loop
Iteration 22, inertia 24231.4718304
start iteration
done sorting
end inner loop
Iteration 23, inertia 24227.5225996
start iteration
done sorting
end inner loop
Iteration 24, inertia 24222.6740047
start iteration
done sorting
end inner loop
Iteration 25, inertia 24218.0729911
start iteration
done sorting
end inner loop
Iteration 26, inertia 24213.4671006
start iteration
done sorting
end inner loop
Iteration 27, inertia 24209.6265448
start iteration
done sorting
end inner loop
Iteration 28, inertia 24206.4677362
start iteration
done sorting
end inner loop
Iteration 29, inertia 24203.773231
start iteration
done sorting
end inner loop
Iteration 30, inertia 24201.7102765
start iteration
done sorting
end inner loop
Iteration 31, inertia 24200.8405817
start iteration
done sorting
end inner loop
Iteration 32, inertia 24199.3750542
start iteration
done sorting
end inner loop
Iteration 33, inertia 24196.0242177
start iteration
done sorting
end inner loop
Iteration 34, inertia 24193.827028
start iteration
done sorting
end inner loop
Iteration 35, inertia 24193.0832593
start iteration
done sorting
end inner loop
Iteration 36, inertia 24192.1649261
start iteration
done sorting
end inner loop
Iteration 37, inertia 24191.3920447
start iteration
done sorting
end inner loop
Iteration 38, inertia 24191.0258296
start iteration
done sorting
end inner loop
Iteration 39, inertia 24190.6608238
start iteration
done sorting
end inner loop
Iteration 40, inertia 24190.3566757
start iteration
done sorting
end inner loop
Iteration 41, inertia 24190.2313397
start iteration
done sorting
end inner loop
Iteration 42, inertia 24190.2313397
center shift 0.000000e+00 within tolerance 2.571285e-06
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC091.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC092.cls
Silhouette Coefficient: -0.033
Number of clusters: 33

usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC093.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC094.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC095.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC096.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC097.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC098.cls
Silhouette Coefficient: -0.119
Number of clusters: 31

usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC099.cls
usage: sent_clustering3.py [-h] -x input_file [-o output_file] [-m metric] -c
                           clusterer [-k k_clusters] [-N n_trials] [-t] [-n]
sent_clustering3.py: error: unrecognized arguments: narrMayas_w2v-cos_H300_NC0100.cls
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26511.0567691
start iteration
done sorting
end inner loop
Iteration 1, inertia 25488.2364159
start iteration
done sorting
end inner loop
Iteration 2, inertia 25135.7853995
start iteration
done sorting
end inner loop
Iteration 3, inertia 24949.094568
start iteration
done sorting
end inner loop
Iteration 4, inertia 24831.1313164
start iteration
done sorting
end inner loop
Iteration 5, inertia 24742.2338649
start iteration
done sorting
end inner loop
Iteration 6, inertia 24663.3718222
start iteration
done sorting
end inner loop
Iteration 7, inertia 24600.2769143
start iteration
done sorting
end inner loop
Iteration 8, inertia 24554.1570978
start iteration
done sorting
end inner loop
Iteration 9, inertia 24522.6780628
start iteration
done sorting
end inner loop
Iteration 10, inertia 24506.2001826
start iteration
done sorting
end inner loop
Iteration 11, inertia 24492.5085333
start iteration
done sorting
end inner loop
Iteration 12, inertia 24482.2929733
start iteration
done sorting
end inner loop
Iteration 13, inertia 24475.1772782
start iteration
done sorting
end inner loop
Iteration 14, inertia 24467.8293799
start iteration
done sorting
end inner loop
Iteration 15, inertia 24461.5083319
start iteration
done sorting
end inner loop
Iteration 16, inertia 24458.0413258
start iteration
done sorting
end inner loop
Iteration 17, inertia 24455.0974279
start iteration
done sorting
end inner loop
Iteration 18, inertia 24453.111242
start iteration
done sorting
end inner loop
Iteration 19, inertia 24451.7205383
start iteration
done sorting
end inner loop
Iteration 20, inertia 24450.8337698
start iteration
done sorting
end inner loop
Iteration 21, inertia 24449.9810806
start iteration
done sorting
end inner loop
Iteration 22, inertia 24448.8373615
start iteration
done sorting
end inner loop
Iteration 23, inertia 24448.1689052
start iteration
done sorting
end inner loop
Iteration 24, inertia 24447.8Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27222.9634089
start iteration
done sorting
end inner loop
Iteration 1, inertia 25973.8048109
start iteration
done sorting
end inner loop
Iteration 2, inertia 25339.7248988
start iteration
done sorting
end inner loop
Iteration 3, inertia 25015.1644649
start iteration
done sorting
end inner loop
Iteration 4, inertia 24832.8186258
start iteration
done sorting
end inner loop
Iteration 5, inertia 24716.9494097
start iteration
done sorting
end inner loop
Iteration 6, inertia 24634.8040709
start iteration
done sorting
end inner loop
Iteration 7, inertia 24576.6880639
start iteration
done sorting
end inner loop
Iteration 8, inertia 24535.4639145
start iteration
done sorting
end inner loop
Iteration 9, inertia 24504.1571613
start iteration
done sorting
end inner loop
Iteration 10, inertia 24476.7581869
start iteration
done sorting
end inner loop
Iteration 11, inertia 24461.4186275
start iteration
done sorting
end inner loop
Iteration 12, inertia 24449.7485439
start iteration
done sorting
end inner loop
Iteration 13, inertia 24438.1507334
start iteration
done sorting
end inner loop
Iteration 14, inertia 24430.3030906
start iteration
done sorting
end inner loop
Iteration 15, inertia 24422.8190889
start iteration
done sorting
end inner loop
Iteration 16, inertia 24417.4160047
start iteration
done sorting
end inner loop
Iteration 17, inertia 24405.9940267
start iteration
done sorting
end inner loop
Iteration 18, inertia 24390.2930187
start iteration
done sorting
end inner loop
Iteration 19, inertia 24384.7299248
start iteration
done sorting
end inner loop
Iteration 20, inertia 24382.7993444
start iteration
done sorting
end inner loop
Iteration 21, inertia 24380.6004494
start iteration
done sorting
end inner loop
Iteration 22, inertia 24380.0325502
start iteration
done sorting
end inner loop
Iteration 23, inertia 24379.7679209
start iteration
done sorting
end inner loop
Iteration 24, inertia 24379.6699504
start iteration
done sorting
end inner loop
Iteration 25, inertia 24379.5542775
start iteration
done sorting
end inner loop
Iteration 26, inertia 24379.5542775
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27349.3762314
start iteration
done sorting
end inner loop
Iteration 1, inertia 25954.0555968
start iteration
done sorting
end inner loop
Iteration 2, inertia 25367.6362294
start iteration
done sorting
end inner loop
Iteration 3, inertia 25120.9712142
start iteration
done sorting
end inner loop
Iteration 4, inertia 24971.1562153
start iteration
done sorting
end inner loop
Iteration 5, inertia 24872.9583413
start iteration
done sorting
end inner loop
Iteration 6, inertia 24807.9576845
start iteration
done sorting
end inner loop
Iteration 7, inertia 24746.0973619
start iteration
done sorting
end inner loop
Iteration 8, inertia 24689.0946707
start iteration
done sorting
end inner loop
Iteration 9, inertia 24644.6329928
start iteration
done sorting
end inner loop
Iteration 10, inertia 24619.4645182
start iteration
done sorting
end inner loop
Iteration 11, inertia 24606.3107328
start iteration
done sorting
end inner loop
Iteration 12, inertia 24596.5648354
start iteration
done sorting
end inner loop
Iteration 13, inertia 24587.6207813
start iteration
done sorting
end inner loop
Iteration 14, inertia 24581.2225544
start iteration
done sorting
end inner loop
Iteration 15, inertia 24575.2724184
start iteration
done sorting
end inner loop
Iteration 16, inertia 24572.2688356
start iteration
done sorting
end inner loop
Iteration 17, inertia 24569.1732404
start iteration
done sorting
end inner loop
Iteration 18, inertia 24565.5722751
start iteration
done sorting
end inner loop
Iteration 19, inertia 24561.26959
start iteration
done sorting
end inner loop
Iteration 20, inertia 24558.4062948
start iteration
done sorting
end inner loop
Iteration 21, inertia 24556.506671
start iteration
done sorting
end inner loop
Iteration 22, inertia 24552.6890492
start iteration
done sorting
end inner loop
Iteration 23, inertia 24548.7903154
start iteration
done sorting
end inner loop
Iteration 24, inertia 24545.6911034
start iteration
done sorting
end inner loop
Iteration 25, inertia 24543.1004479
start iteration
done sorting
end inner loop
Iteration 26, inertia 24541.8785309
start iteration
done sorting
end inner loop
Iteration 27, inertia 24540.4018429
start iteration
done sorting
end inner loop
Iteration 28, inertia 24539.4325056
start iteration
done sorting
end inner loop
Iteration 29, inertia 24539.1341299
start iteration
done sorting
end inner loop
Iteration 30, inertia 24539.0647422
start iteration
done sorting
end inner loop
Iteration 31, inertia 24539.0256611
start iteration
done sorting
end inner loop
Iteration 32, inertia 24539.0256611
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26372.3395885
start iteration
done sorting
end inner loop
Iteration 1, inertia 25398.6566277
start iteration
done sorting
end inner loop
Iteration 2, inertia 25036.377712
start iteration
done sorting
end inner loop
Iteration 3, inertia 24873.8196427
start iteration
done sorting
end inner loop
Iteration 4, inertia 24759.0720402
start iteration
done sorting
end inner loop
Iteration 5, inertia 24669.4512844
start iteration
done sorting
end inner loop
Iteration 6, inertia 24594.6999261
start iteration
done sorting
end inner loop
Iteration 7, inertia 24543.6937696
start iteration
done sorting
end inner loop
Iteration 8, inertia 24515.5524328
start iteration
done sorting
end inner loop
Iteration 9, inertia 24489.0488492
start iteration
done sorting
end inner loop
Iteration 10, inertia 24467.9097567
start iteration
done sorting
end inner loop
Iteration 11, inertia 24452.3998125
start iteration
done sorting
end inner loop
Iteration 12, inertia 24441.8513517
start iteration
done sorting
end inner loop
Iteration 13, inertia 24434.5795263
start iteration
done sorting
end inner loop
Iteration 14, inertia 24430.9570093
start iteration
done sorting
end inner loop
Iteration 15, inertia 24428.2618469
start iteration
done sorting
end inner loop
Iteration 16, inertia 24425.8515655
start iteration
done sorting
end inner loop
Iteration 17, inertia 24423.8842869
start iteration
done sorting
end inner loop
Iteration 18, inertia 24420.8432123
start iteration
done sorting
end inner loop
Iteration 19, inertia 24417.2129809
start iteration
done sorting
end inner loop
Iteration 20, inertia 24413.0456318
start iteration
done sorting
end inner loop
Iteration 21, inertia 24410.7204434
start iteration
done sorting
end inner loop
Iteration 22, inertia 24408.8128158
start iteration
done sorting
end inner loop
Iteration 23, inertia 24406.7629787
start iteration
done sorting
end inner loop
Iteration 24, inertia 24405.0602389
start iteration
done sorting
end inner loop
Iteration 25, inertia 24403.415302
start iteration
done sorting
end inner loop
Iteration 26, inertia 24401.0139716
start iteration
done sorting
end inner loop
Iteration 27, inertia 24398.5713666
start iteration
done sorting
end inner loop
Iteration 28, inertia 24395.1512358
start iteration
done sorting
end inner loop
Iteration 29, inertia 24393.0309588
start iteration
done sorting
end inner loop
Iteration 30, inertia 24391.4471855
start iteration
done sorting
end inner loop
Iteration 31, inertia 24390.1275787
start iteration
done sorting
end inner loop
Iteration 32, inertia 24389.6983903
start iteration
done sorting
end inner loop
Iteration 33, inertia 24389.1552389
start iteration
done sorting
end inner loop
Iteration 34, inertia 24388.9055451
start iteration
done sorting
end inner loop
Iteration 35, inertia 24388.6012765
start iteration
done sorting
end inner loop
Iteration 36, inertia 24388.4002848
start iteration
done sorting
end inner loop
Iteration 37, inertia 24387.5303315
start iteration
done sorting
end inner loop
Iteration 38, inertia 24387.0912965
start iteration
done sorting
end inner loop
Iteration 39, inertia 24387.0765418
start iteration
done sorting
end inner loop
Iteration 40, inertia 24387.0765418
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.042
Number of clusters: 34

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26128.4305418
start iteration
done sorting
end inner loop
Iteration 1, inertia 25146.5221541
start iteration
done sorting
end inner loop
Iteration 2, inertia 24773.8117177
start iteration
done sorting
end inner loop
Iteration 3, inertia 24602.4071912
start iteration
done sorting
end inner loop
Iteration 4, inertia 24484.7303955
start iteration
done sorting
end inner loop
Iteration 5, inertia 24405.4756001
start iteration
done sorting
end inner loop
Iteration 6, inertia 24362.6821837
start iteration
done sorting
end inner loop
Iteration 7, inertia 24331.6427401
start iteration
done sorting
end inner loop
Iteration 8, inertia 24304.3276628
start iteration
done sorting
end inner loop
Iteration 9, inertia 24289.3283072
start iteration
done sorting
end inner loop
Iteration 10, inertia 24279.8283738
start iteration
done sorting
end inner loop
Iteration 11, inertia 24268.7926366
start iteration
done sorting
end inner loop
Iteration 12, inertia 24254.4249257
start iteration
done sorting
end inner loop
Iteration 13, inertia 24237.9019251
start iteration
done sorting
end inner loop
Iteration 14, inertia 24223.1923635
start iteration
done sorting
end inner loop
Iteration 15, inertia 24210.3474831
start iteration
done sorting
end inner loop
Iteration 16, inertia 24196.0431941
start iteration
done sorting
end inner loop
Iteration 17, inertia 24182.0777797
start iteration
done sorting
end inner loop
Iteration 18, inertia 24167.3756055
start iteration
done sorting
end inner loop
Iteration 19, inertia 24153.1991943
start iteration
done sorting
end inner loop
Iteration 20, inertia 24145.9951788
start iteration
done sorting
end inner loop
Iteration 21, inertia 24140.9918906
start iteration
done sorting
end inner loop
Iteration 22, inertia 24137.9488091
start iteration
done sorting
end inner loop
Iteration 23, inertia 24134.5776305
start iteration
done sorting
end inner loop
Iteration 24, inertia 24131.6939125
start iteration
done sorting
end inner loop
Iteration 25, inertia 24129.9830975
start iteration
done sorting
end inner loop
Iteration 26, inertia 24128.4844325
start iteration
done sorting
end inner loop
Iteration 27, inertia 24127.4128237
start iteration
done sorting
end inner loop
Iteration 28, inertia 24126.7643013
start iteration
done sorting
end inner loop
Iteration 29, inertia 24126.2283835
start iteration
done sorting
end inner loop
Iteration 30, inertia 24125.3973114
start iteration
done sorting
end inner loop
Iteration 31, inertia 24124.7458529
start iteration
done sorting
end inner loop
Iteration 32, inertia 24124.5985508
start iteration
done sorting
end inner loop
Iteration 33, inertia 24124.5769983
start iteration
done sorting
end inner loop
Iteration 34, inertia 24124.5769983
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26046.7845451
start iteration
done sorting
end inner loop
Iteration 1, inertia 25243.3043803
start iteration
done sorting
end inner loop
Iteration 2, inertia 24904.5824085
start iteration
done sorting
end inner loop
Iteration 3, inertia 24728.9096629
start iteration
done sorting
end inner loop
Iteration 4, inertia 24639.9400582
start iteration
done sorting
end inner loop
Iteration 5, inertia 24580.1430993
start iteration
done sorting
end inner loop
Iteration 6, inertia 24536.2788544
start iteration
done sorting
end inner loop
Iteration 7, inertia 24496.7047809
start iteration
done sorting
end inner loop
Iteration 8, inertia 24462.9550878
start iteration
done sorting
end inner loop
Iteration 9, inertia 24434.0445989
start iteration
done sorting
end inner loop
Iteration 10, inertia 24412.5064358
start iteration
done sorting
end inner loop
Iteration 11, inertia 24393.3304205
start iteration
done sorting
end inner loop
Iteration 12, inertia 24375.9289675
start iteration
done sorting
end inner loop
Iteration 13, inertia 24363.4472318
start iteration
done sorting
end inner loop
Iteration 14, inertia 24356.1179458
start iteration
done sorting
end inner loop
Iteration 15, inertia 24349.8279893
start iteration
done sorting
end inner loop
Iteration 16, inertia 24345.1699485
start iteration
done sorting
end inner loop
Iteration 17, inertia 24342.5856339
start iteration
done sorting
end inner loop
Iteration 18, inertia 24341.1804714
start iteration
done sorting
end inner loop
Iteration 19, inertia 24340.5920015
start iteration
done sorting
end inner loop
Iteration 20, inertia 24340.2358595
start iteration
done sorting
end inner loop
Iteration 21, inertia 24339.8796108
start iteration
done sorting
end inner loop
Iteration 22, inertia 24339.7489826
start iteration
done sorting
end inner loop
Iteration 23, inertia 24339.7489826
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.033
Number of clusters: 13

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26255.2053027
start iteration
done sorting
end inner loop
Iteration 1, inertia 25280.0854402
start iteration
done sorting
end inner loop
Iteration 2, inertia 24926.6858861
start iteration
done sorting
end inner loop
Iteration 3, inertia 24733.0180615
start iteration
done sorting
end inner loop
Iteration 4, inertia 24616.6846512
start iteration
done sorting
end inner loop
Iteration 5, inertia 24540.3493767
start iteration
done sorting
end inner loop
Iteration 6, inertia 24484.0316704
start iteration
done sorting
end inner loop
Iteration 7, inertia 24440.4289193
start iteration
done sorting
end inner loop
Iteration 8, inertia 24408.8024715
start iteration
done sorting
end inner loop
Iteration 9, inertia 24376.5646554
start iteration
done sorting
end inner loop
Iteration 10, inertia 24346.53121
start iteration
done sorting
end inner loop
Iteration 11, inertia 24326.68847
start iteration
done sorting
end inner loop
Iteration 12, inertia 24308.3094621
start iteration
done sorting
end inner loop
Iteration 13, inertia 24293.7997561
start iteration
done sorting
end inner loop
Iteration 14, inertia 24283.2499401
start iteration
done sorting
end inner loop
Iteration 15, inertia 24273.4965609
start iteration
done sorting
end inner loop
Iteration 16, inertia 24258.051901
start iteration
done sorting
end inner loop
Iteration 17, inertia 24244.5647721
start iteration
done sorting
end inner loop
Iteration 18, inertia 24236.9324179
start iteration
done sorting
end inner loop
Iteration 19, inertia 24231.1993701
start iteration
done sorting
end inner loop
Iteration 20, inertia 24225.4956159
start iteration
done sorting
end inner loop
Iteration 21, inertia 24222.6966389
start iteration
done sorting
end inner loop
Iteration 22, inertia 24218.5935033
start iteration
done sorting
end inner loop
Iteration 23, inertia 24215.5550689
start iteration
done sorting
end inner loop
Iteration 24, inertia 24213.008954
start iteration
done sorting
end inner loop
Iteration 25, inertia 24211.0270817
start iteration
done sorting
end inner loop
Iteration 26, inertia 24209.9630309
start iteration
done sorting
end inner loop
Iteration 27, inertia 24209.6745457
start iteration
done sorting
end inner loop
Iteration 28, inertia 24209.19859
start iteration
done sorting
end inner loop
Iteration 29, inertia 24208.8448743
start iteration
done sorting
end inner loop
Iteration 30, inertia 24208.5698077
start iteration
done sorting
end inner loop
Iteration 31, inertia 24208.0819976
start iteration
done sorting
end inner loop
Iteration 32, inertia 24206.637018
start iteration
done sorting
end inner loop
Iteration 33, inertia 24206.2648256
start iteration
done sorting
end inner loop
Iteration 34, inertia 24206.2648256
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26313.8769447
start iteration
done sorting
end inner loop
Iteration 1, inertia 25439.2870432
start iteration
done sorting
end inner loop
Iteration 2, inertia 25078.802275
start iteration
done sorting
end inner loop
Iteration 3, inertia 24865.2315204
start iteration
done sorting
end inner loop
Iteration 4, inertia 24699.5373352
start iteration
done sorting
end inner loop
Iteration 5, inertia 24586.5025441
start iteration
done sorting
end inner loop
Iteration 6, inertia 24522.6562115
start iteration
done sorting
end inner loop
Iteration 7, inertia 24480.248746
start iteration
done sorting
end inner loop
Iteration 8, inertia 24451.4049071
start iteration
done sorting
end inner loop
Iteration 9, inertia 24431.5863086
start iteration
done sorting
end inner loop
Iteration 10, inertia 24418.6213206
start iteration
done sorting
end inner loop
Iteration 11, inertia 24403.0876615
start iteration
done sorting
end inner loop
Iteration 12, inertia 24389.3203412
start iteration
done sorting
end inner loop
Iteration 13, inertia 24377.7594253
start iteration
done sorting
end inner loop
Iteration 14, inertia 24369.7361094
start iteration
done sorting
end inner loop
Iteration 15, inertia 24362.1742111
start iteration
done sorting
end inner loop
Iteration 16, inertia 24355.406001
start iteration
done sorting
end inner loop
Iteration 17, inertia 24349.5325223
start iteration
done sorting
end inner loop
Iteration 18, inertia 24344.8354384
start iteration
done sorting
end inner loop
Iteration 19, inertia 24341.5537373
start iteration
done sorting
end inner loop
Iteration 20, inertia 24337.7139599
start iteration
done sorting
end inner loop
Iteration 21, inertia 24335.0519022
start iteration
done sorting
end inner loop
Iteration 22, inertia 24333.4784623
start iteration
done sorting
end inner loop
Iteration 23, inertia 24330.8795766
start iteration
done sorting
end inner loop
Iteration 24, inertia 24328.3883596
start iteration
done sorting
end inner loop
Iteration 25, inertia 24325.607492
start iteration
done sorting
end inner loop
Iteration 26, inertia 24322.6491169
start iteration
done sorting
end inner loop
Iteration 27, inertia 24312.13947
start iteration
done sorting
end inner loop
Iteration 28, inertia 24306.3963269
start iteration
done sorting
end inner loop
Iteration 29, inertia 24301.6945624
start iteration
done sorting
end inner loop
Iteration 30, inertia 24300.0260294
start iteration
done sorting
end inner loop
Iteration 31, inertia 24299.4737147
start iteration
done sorting
end inner loop
Iteration 32, inertia 24298.7983684
start iteration
done sorting
end inner loop
Iteration 33, inertia 24298.2308748
start iteration
done sorting
end inner loop
Iteration 34, inertia 24297.6779774
start iteration
done sorting
end inner loop
Iteration 35, inertia 24297.3631504
start iteration
done sorting
end inner loop
Iteration 36, inertia 24296.7862298
start iteration
done sorting
end inner loop
Iteration 37, inertia 24296.2024608
start iteration
done sorting
end inner loop
Iteration 38, inertia 24295.7664102
start iteration
done sorting
end inner loop
Iteration 39, inertia 24295.5048456
start iteration
done sorting
end inner loop
Iteration 40, inertia 24295.4014163
start iteration
done sorting
end inner loop
Iteration 41, inertia 24295.3661586
start iteration
done sorting
end inner loop
Iteration 42, inertia 24295.3661586
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26269.2240674
start iteration
done sorting
end inner loop
Iteration 1, inertia 25350.0329172
start iteration
done sorting
end inner loop
Iteration 2, inertia 25001.346758
start iteration
done sorting
end inner loop
Iteration 3, inertia 24807.3736643
start iteration
done sorting
end inner loop
Iteration 4, inertia 24667.2725595
start iteration
done sorting
end inner loop
Iteration 5, inertia 24578.4602025
start iteration
done sorting
end inner loop
Iteration 6, inertia 24508.6814132
start iteration
done sorting
end inner loop
Iteration 7, inertia 24449.2724217
start iteration
done sorting
end inner loop
Iteration 8, inertia 24399.1123037
start iteration
done sorting
end inner loop
Iteration 9, inertia 24358.2019985
start iteration
done sorting
end inner loop
Iteration 10, inertia 24327.6622819
start iteration
done sorting
end inner loop
Iteration 11, inertia 24303.3886155
start iteration
done sorting
end inner loop
Iteration 12, inertia 24283.644438
start iteration
done sorting
end inner loop
Iteration 13, inertia 24266.5001778
start iteration
done sorting
end inner loop
Iteration 14, inertia 24253.2942484
start iteration
done sorting
end inner loop
Iteration 15, inertia 24238.6979894
start iteration
done sorting
end inner loop
Iteration 16, inertia 24226.1320512
start iteration
done sorting
end inner loop
Iteration 17, inertia 24217.2867285
start iteration
done sorting
end inner loop
Iteration 18, inertia 24212.0253984
start iteration
done sorting
end inner loop
Iteration 19, inertia 24205.5215818
start iteration
done sorting
end inner loop
Iteration 20, inertia 24200.2752192
start iteration
done sorting
end inner loop
Iteration 21, inertia 24197.4670453
start iteration
done sorting
end inner loop
Iteration 22, inertia 24196.4876127
start iteration
done sorting
end inner loop
Iteration 23, inertia 24196.1384542
start iteration
done sorting
end inner loop
Iteration 24, inertia 24195.6380714
start iteration
done sorting
end inner loop
Iteration 25, inertia 24195.3553457
start iteration
done sorting
end inner loop
Iteration 26, inertia 24195.1573964
start iteration
done sorting
end inner loop
Iteration 27, inertia 24194.7718679
start iteration
done sorting
end inner loop
Iteration 28, inertia 24194.6010648
start iteration
done sorting
end inner loop
Iteration 29, inertia 24194.6010648
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26471.2951582
start iteration
done sorting
end inner loop
Iteration 1, inertia 25500.5395149
start iteration
done sorting
end inner loop
Iteration 2, inertia 25014.4735189
start iteration
done sorting
end inner loop
Iteration 3, inertia 24774.9202781
start iteration
done sorting
end inner loop
Iteration 4, inertia 24668.9709061
start iteration
done sorting
end inner loop
Iteration 5, inertia 24593.3555998
start iteration
done sorting
end inner loop
Iteration 6, inertia 24537.6313183
start iteration
done sorting
end inner loop
Iteration 7, inertia 24483.3411152
start iteration
done sorting
end inner loop
Iteration 8, inertia 24430.8009553
start iteration
done sorting
end inner loop
Iteration 9, inertia 24387.2498017
start iteration
done sorting
end inner loop
Iteration 10, inertia 24351.5964264
start iteration
done sorting
end inner loop
Iteration 11, inertia 24321.1472251
start iteration
done sorting
end inner loop
Iteration 12, inertia 24299.9868263
start iteration
done sorting
end inner loop
Iteration 13, inertia 24279.1611371
start iteration
done sorting
end inner loop
Iteration 14, inertia 24259.6046235
start iteration
done sorting
end inner loop
Iteration 15, inertia 24244.4530258
start iteration
done sorting
end inner loop
Iteration 16, inertia 24229.4923594
start iteration
done sorting
end inner loop
Iteration 17, inertia 24216.5523279
start iteration
done sorting
end inner loop
Iteration 18, inertia 24205.6532319
start iteration
done sorting
end inner loop
Iteration 19, inertia 24197.8812437
start iteration
done sorting
end inner loop
Iteration 20, inertia 24194.5627988
start iteration
done sorting
end inner loop
Iteration 21, inertia 24190.6141252
start iteration
done sorting
end inner loop
Iteration 22, inertia 24187.4939849
start iteration
done sorting
end inner loop
Iteration 23, inertia 24183.3933048
start iteration
done sorting
end inner loop
Iteration 24, inertia 24179.6764948
start iteration
done sorting
end inner loop
Iteration 25, inertia 24177.3377679
start iteration
done sorting
end inner loop
Iteration 26, inertia 24176.0006625
start iteration
done sorting
end inner loop
Iteration 27, inertia 24174.8696681
start iteration
done sorting
end inner loop
Iteration 28, inertia 24173.3438137
start iteration
done sorting
end inner loop
Iteration 29, inertia 24172.3558092
start iteration
done sorting
end inner loop
Iteration 30, inertia 24172.2725812
start iteration
done sorting
end inner loop
Iteration 31, inertia 24172.2725812
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26807.5857205
start iteration
done sorting
end inner loop
Iteration 1, inertia 25576.2421511
start iteration
done sorting
end inner loop
Iteration 2, inertia 25079.3467024
start iteration
done sorting
end inner loop
Iteration 3, inertia 24875.6335751
start iteration
done sorting
end inner loop
Iteration 4, inertia 24754.8674565
start iteration
done sorting
end inner loop
Iteration 5, inertia 24671.8662715
start iteration
done sorting
end inner loop
Iteration 6, inertia 24600.4774534
start iteration
done sorting
end inner loop
Iteration 7, inertia 24558.9095226
start iteration
done sorting
end inner loop
Iteration 8, inertia 24521.6499966
start iteration
done sorting
end inner loop
Iteration 9, inertia 24495.9602902
start iteration
done sorting
end inner loop
Iteration 10, inertia 24471.1603728
start iteration
done sorting
end inner loop
Iteration 11, inertia 24446.0625685
start iteration
done sorting
end inner loop
Iteration 12, inertia 24425.5534992
start iteration
done sorting
end inner loop
Iteration 13, inertia 24408.7826867
start iteration
done sorting
end inner loop
Iteration 14, inertia 24395.3122955
start iteration
done sorting
end inner loop
Iteration 15, inertia 24379.7806313
start iteration
done sorting
end inner loop
Iteration 16, inertia 24365.3733467
start iteration
done sorting
end inner loop
Iteration 17, inertia 24352.2486567
start iteration
done sorting
end inner loop
Iteration 18, inertia 24339.9753001
start iteration
done sorting
end inner loop
Iteration 19, inertia 24328.9252645
start iteration
done sorting
end inner loop
Iteration 20, inertia 24319.6416051
start iteration
done sorting
end inner loop
Iteration 21, inertia 24310.9446062
start iteration
done sorting
end inner loop
Iteration 22, inertia 24302.6111777
start iteration
done sorting
end inner loop
Iteration 23, inertia 24292.0218929
start iteration
done sorting
end inner loop
Iteration 24, inertia 24284.2830497
start iteration
done sorting
end inner loop
Iteration 25, inertia 24276.8211017
start iteration
done sorting
end inner loop
Iteration 26, inertia 24269.8467468
start iteration
done sorting
end inner loop
Iteration 27, inertia 24266.9482013
start iteration
done sorting
end inner loop
Iteration 28, inertia 24263.9939305
start iteration
done sorting
end inner loop
Iteration 29, inertia 24258.7790591
start iteration
done sorting
end inner loop
Iteration 30, inertia 24254.0526825
start iteration
done sorting
end inner loop
Iteration 31, inertia 24249.667726
start iteration
done sorting
end inner loop
Iteration 32, inertia 24248.3300402
start iteration
done sorting
end inner loop
Iteration 33, inertia 24246.9398818
start iteration
done sorting
end inner loop
Iteration 34, inertia 24244.6433762
start iteration
done sorting
end inner loop
Iteration 35, inertia 24241.583662
start iteration
done sorting
end inner loop
Iteration 36, inertia 24239.0407461
start iteration
done sorting
end inner loop
Iteration 37, inertia 24237.3739065
start iteration
done sorting
end inner loop
Iteration 38, inertia 24234.6928679
start iteration
done sorting
end inner loop
Iteration 39, inertia 24232.6296679
start iteration
done sorting
end inner loop
Iteration 40, inertia 24231.6290613
start iteration
done sorting
end inner loop
Iteration 41, inertia 24230.9002004
start iteration
done sorting
end inner loop
Iteration 42, inertia 24230.1273014
start iteration
done sorting
end inner loop
Iteration 43, inertia 24230.0354728
start iteration
done sorting
end inner loop
Iteration 44, inertia 24230.0354728
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26622.4867495
start iteration
done sorting
end inner loop
Iteration 1, inertia 25569.8386945
start iteration
done sorting
end inner loop
Iteration 2, inertia 25118.5903529
start iteration
done sorting
end inner loop
Iteration 3, inertia 24908.5899862
start iteration
done sorting
end inner loop
Iteration 4, inertia 24757.6624476
start iteration
done sorting
end inner loop
Iteration 5, inertia 24653.9319329
start iteration
done sorting
end inner loop
Iteration 6, inertia 24584.0253333
start iteration
done sorting
end inner loop
Iteration 7, inertia 24520.0160013
start iteration
done sorting
end inner loop
Iteration 8, inertia 24458.8423948
start iteration
done sorting
end inner loop
Iteration 9, inertia 24409.8351512
start iteration
done sorting
end inner loop
Iteration 10, inertia 24365.4328564
start iteration
done sorting
end inner loop
Iteration 11, inertia 24336.9550795
start iteration
done sorting
end inner loop
Iteration 12, inertia 24313.4633604
start iteration
done sorting
end inner loop
Iteration 13, inertia 24293.0975991
start iteration
done sorting
end inner loop
Iteration 14, inertia 24271.5901595
start iteration
done sorting
end inner loop
Iteration 15, inertia 24255.5097762
start iteration
done sorting
end inner loop
Iteration 16, inertia 24239.7148707
start iteration
done sorting
end inner loop
Iteration 17, inertia 24221.7261229
start iteration
done sorting
end inner loop
Iteration 18, inertia 24209.415614
start iteration
done sorting
end inner loop
Iteration 19, inertia 24198.7748132
start iteration
done sorting
end inner loop
Iteration 20, inertia 24188.0864929
start iteration
done sorting
end inner loop
Iteration 21, inertia 24179.1773598
start iteration
done sorting
end inner loop
Iteration 22, inertia 24175.2189388
start iteration
done sorting
end inner loop
Iteration 23, inertia 24172.4064619
start iteration
done sorting
end inner loop
Iteration 24, inertia 24171.3975835
start iteration
done sorting
end inner loop
Iteration 25, inertia 24170.270798
start iteration
done sorting
end inner loop
Iteration 26, inertia 24168.99194
start iteration
done sorting
end inner loop
Iteration 27, inertia 24168.6418383
start iteration
done sorting
end inner loop
Iteration 28, inertia 24168.3759628
start iteration
done sorting
end inner loop
Iteration 29, inertia 24168.3560864
start iteration
done sorting
end inner loop
Iteration 30, inertia 24168.3560864
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.033
Number of clusters: 35

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26462.4534317
start iteration
done sorting
end inner loop
Iteration 1, inertia 25418.4433596
start iteration
done sorting
end inner loop
Iteration 2, inertia 24968.5258007
start iteration
done sorting
end inner loop
Iteration 3, inertia 24720.4438458
start iteration
done sorting
end inner loop
Iteration 4, inertia 24574.4091617
start iteration
done sorting
end inner loop
Iteration 5, inertia 24496.1487156
start iteration
done sorting
end inner loop
Iteration 6, inertia 24441.2506248
start iteration
done sorting
end inner loop
Iteration 7, inertia 24406.9729736
start iteration
done sorting
end inner loop
Iteration 8, inertia 24382.6063753
start iteration
done sorting
end inner loop
Iteration 9, inertia 24355.8730834
start iteration
done sorting
end inner loop
Iteration 10, inertia 24337.2344098
start iteration
done sorting
end inner loop
Iteration 11, inertia 24320.6124256
start iteration
done sorting
end inner loop
Iteration 12, inertia 24309.2132358
start iteration
done sorting
end inner loop
Iteration 13, inertia 24302.6815477
start iteration
done sorting
end inner loop
Iteration 14, inertia 24300.3138062
start iteration
done sorting
end inner loop
Iteration 15, inertia 24296.1900897
start iteration
done sorting
end inner loop
Iteration 16, inertia 24291.6839788
start iteration
done sorting
end inner loop
Iteration 17, inertia 24285.1427031
start iteration
done sorting
end inner loop
Iteration 18, inertia 24279.9034537
start iteration
done sorting
end inner loop
Iteration 19, inertia 24276.3199201
start iteration
done sorting
end inner loop
Iteration 20, inertia 24272.1527429
start iteration
done sorting
end inner loop
Iteration 21, inertia 24270.8511188
start iteration
done sorting
end inner loop
Iteration 22, inertia 24269.3626427
start iteration
done sorting
end inner loop
Iteration 23, inertia 24268.8246302
start iteration
done sorting
end inner loop
Iteration 24, inertia 24266.9393123
start iteration
done sorting
end inner loop
Iteration 25, inertia 24258.8570841
start iteration
done sorting
end inner loop
Iteration 26, inertia 24249.9117409
start iteration
done sorting
end inner loop
Iteration 27, inertia 24243.5038614
start iteration
done sorting
end inner loop
Iteration 28, inertia 24239.7387668
start iteration
done sorting
end inner loop
Iteration 29, inertia 24236.4057723
start iteration
done sorting
end inner loop
Iteration 30, inertia 24229.7310751
start iteration
done sorting
end inner loop
Iteration 31, inertia 24224.3775716
start iteration
done sorting
end inner loop
Iteration 32, inertia 24217.8031001
start iteration
done sorting
end inner loop
Iteration 33, inertia 24207.6862486
start iteration
done sorting
end inner loop
Iteration 34, inertia 24199.1654253
start iteration
done sorting
end inner loop
Iteration 35, inertia 24191.0245297
start iteration
done sorting
end inner loop
Iteration 36, inertia 24183.6158632
start iteration
done sorting
end inner loop
Iteration 37, inertia 24177.0840808
start iteration
done sorting
end inner loop
Iteration 38, inertia 24172.20616
start iteration
done sorting
end inner loop
Iteration 39, inertia 24170.229943
start iteration
done sorting
end inner loop
Iteration 40, inertia 24167.5600571
start iteration
done sorting
end inner loop
Iteration 41, inertia 24164.9382694
start iteration
done sorting
end inner loop
Iteration 42, inertia 24164.4548578
start iteration
done sorting
end inner loop
Iteration 43, inertia 24163.6828768
start iteration
done sorting
end inner loop
Iteration 44, inertia 24162.9441352
start iteration
done sorting
end inner loop
Iteration 45, inertia 24162.1361904
start iteration
done sorting
end inner loop
Iteration 46, inertia 24161.0604098
start iteration
done sorting
end inner loop
Iteration 47, inertia 24160.5725525
start iteration
done sorting
end inner loop
Iteration 48, inertia 24160.0456578
start iteration
done sorting
end inner loop
Iteration 49, inertia 24159.9476109
start iteration
done sorting
end inner loop
Iteration 50, inertia 24159.8190126
start iteration
done sorting
end inner loop
Iteration 51, inertia 24159.8190126
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26216.8120764
start iteration
done sorting
end inner loop
Iteration 1, inertia 25307.0245166
start iteration
done sorting
end inner loop
Iteration 2, inertia 24987.9319822
start iteration
done sorting
end inner loop
Iteration 3, inertia 24796.9559151
start iteration
done sorting
end inner loop
Iteration 4, inertia 24682.9150619
start iteration
done sorting
end inner loop
Iteration 5, inertia 24622.8709789
start iteration
done sorting
end inner loop
Iteration 6, inertia 24579.4935663
start iteration
done sorting
end inner loop
Iteration 7, inertia 24545.0108897
start iteration
done sorting
end inner loop
Iteration 8, inertia 24514.8971475
start iteration
done sorting
end inner loop
Iteration 9, inertia 24492.8187497
start iteration
done sorting
end inner loop
Iteration 10, inertia 24472.9856228
start iteration
done sorting
end inner loop
Iteration 11, inertia 24457.0216283
start iteration
done sorting
end inner loop
Iteration 12, inertia 24447.8589532
start iteration
done sorting
end inner loop
Iteration 13, inertia 24435.9693036
start iteration
done sorting
end inner loop
Iteration 14, inertia 24423.4741539
start iteration
done sorting
end inner loop
Iteration 15, inertia 24415.893701
start iteration
done sorting
end inner loop
Iteration 16, inertia 24407.4149257
start iteration
done sorting
end inner loop
Iteration 17, inertia 24399.4006811
start iteration
done sorting
end inner loop
Iteration 18, inertia 24394.9804511
start iteration
done sorting
end inner loop
Iteration 19, inertia 24391.687426
start iteration
done sorting
end inner loop
Iteration 20, inertia 24389.6937576
start iteration
done sorting
end inner loop
Iteration 21, inertia 24387.6962155
start iteration
done sorting
end inner loop
Iteration 22, inertia 24386.5431551
start iteration
done sorting
end inner loop
Iteration 23, inertia 24384.9660466
start iteration
done sorting
end inner loop
Iteration 24, inertia 24384.0774007
start iteration
done sorting
end inner loop
Iteration 25, inertia 24382.8627886
start iteration
done sorting
end inner loop
Iteration 26, inertia 24382.4611057
start iteration
done sorting
end inner loop
Iteration 27, inertia 24382.159542
start iteration
done sorting
end inner loop
Iteration 28, inertia 24382.159542
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26401.8170601
start iteration
done sorting
end inner loop
Iteration 1, inertia 25433.3131796
start iteration
done sorting
end inner loop
Iteration 2, inertia 25002.9267254
start iteration
done sorting
end inner loop
Iteration 3, inertia 24748.2644101
start iteration
done sorting
end inner loop
Iteration 4, inertia 24594.3140803
start iteration
done sorting
end inner loop
Iteration 5, inertia 24499.278005
start iteration
done sorting
end inner loop
Iteration 6, inertia 24424.3235737
start iteration
done sorting
end inner loop
Iteration 7, inertia 24368.89482
start iteration
done sorting
end inner loop
Iteration 8, inertia 24335.7572707
start iteration
done sorting
end inner loop
Iteration 9, inertia 24312.4454724
start iteration
done sorting
end inner loop
Iteration 10, inertia 24291.7039394
start iteration
done sorting
end inner loop
Iteration 11, inertia 24275.4115201
start iteration
done sorting
end inner loop
Iteration 12, inertia 24262.714132
start iteration
done sorting
end inner loop
Iteration 13, inertia 24255.232716
start iteration
done sorting
end inner loop
Iteration 14, inertia 24251.1074135
start iteration
done sorting
end inner loop
Iteration 15, inertia 24247.4468798
start iteration
done sorting
end inner loop
Iteration 16, inertia 24241.5462327
start iteration
done sorting
end inner loop
Iteration 17, inertia 24235.5835955
start iteration
done sorting
end inner loop
Iteration 18, inertia 24233.0587483
start iteration
done sorting
end inner loop
Iteration 19, inertia 24232.1351615
start iteration
done sorting
end inner loop
Iteration 20, inertia 24231.0814238
start iteration
done sorting
end inner loop
Iteration 21, inertia 24229.8634159
start iteration
done sorting
end inner loop
Iteration 22, inertia 24229.622329
start iteration
done sorting
end inner loop
Iteration 23, inertia 24229.4691392
start iteration
done sorting
end inner loop
Iteration 24, inertia 24229.3170688
start iteration
done sorting
end inner loop
Iteration 25, inertia 24229.3170688
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26410.5002035
start iteration
done sorting
end inner loop
Iteration 1, inertia 25286.3392941
start iteration
done sorting
end inner loop
Iteration 2, inertia 24829.8138398
start iteration
done sorting
end inner loop
Iteration 3, inertia 24590.9687565
start iteration
done sorting
end inner loop
Iteration 4, inertia 24452.3353417
start iteration
done sorting
end inner loop
Iteration 5, inertia 24367.3685137
start iteration
done sorting
end inner loop
Iteration 6, inertia 24299.9426722
start iteration
done sorting
end inner loop
Iteration 7, inertia 24267.2250855
start iteration
done sorting
end inner loop
Iteration 8, inertia 24243.6355465
start iteration
done sorting
end inner loop
Iteration 9, inertia 24222.5621443
start iteration
done sorting
end inner loop
Iteration 10, inertia 24211.283616
start iteration
done sorting
end inner loop
Iteration 11, inertia 24204.3760909
start iteration
done sorting
end inner loop
Iteration 12, inertia 24199.2315286
start iteration
done sorting
end inner loop
Iteration 13, inertia 24194.4892275
start iteration
done sorting
end inner loop
Iteration 14, inertia 24189.0610367
start iteration
done sorting
end inner loop
Iteration 15, inertia 24186.0145278
start iteration
done sorting
end inner loop
Iteration 16, inertia 24184.3607416
start iteration
done sorting
end inner loop
Iteration 17, inertia 24183.2809129
start iteration
done sorting
end inner loop
Iteration 18, inertia 24180.4153669
start iteration
done sorting
end inner loop
Iteration 19, inertia 24175.8183224
start iteration
done sorting
end inner loop
Iteration 20, inertia 24171.6421755
start iteration
done sorting
end inner loop
Iteration 21, inertia 24165.7529925
start iteration
done sorting
end inner loop
Iteration 22, inertia 24162.7192493
start iteration
done sorting
end inner loop
Iteration 23, inertia 24160.6687111
start iteration
done sorting
end inner loop
Iteration 24, inertia 24159.7556835
start iteration
done sorting
end inner loop
Iteration 25, inertia 24158.7358615
start iteration
done sorting
end inner loop
Iteration 26, inertia 24157.3686082
start iteration
done sorting
end inner loop
Iteration 27, inertia 24155.6846958
start iteration
done sorting
end inner loop
Iteration 28, inertia 24155.1318508
start iteration
done sorting
end inner loop
Iteration 29, inertia 24154.4390284
start iteration
done sorting
end inner loop
Iteration 30, inertia 24154.133908
start iteration
done sorting
end inner loop
Iteration 31, inertia 24153.5354061
start iteration
done sorting
end inner loop
Iteration 32, inertia 24153.0040831
start iteration
done sorting
end inner loop
Iteration 33, inertia 24152.457283
start iteration
done sorting
end inner loop
Iteration 34, inertia 24152.457283
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26670.3177609
start iteration
done sorting
end inner loop
Iteration 1, inertia 25573.7010445
start iteration
done sorting
end inner loop
Iteration 2, inertia 25135.4720286
start iteration
done sorting
end inner loop
Iteration 3, inertia 24921.8679525
start iteration
done sorting
end inner loop
Iteration 4, inertia 24758.5139703
start iteration
done sorting
end inner loop
Iteration 5, inertia 24645.08477
start iteration
done sorting
end inner loop
Iteration 6, inertia 24571.8209705
start iteration
done sorting
end inner loop
Iteration 7, inertia 24518.9652814
start iteration
done sorting
end inner loop
Iteration 8, inertia 24478.1097608
start iteration
done sorting
end inner loop
Iteration 9, inertia 24438.089154
start iteration
done sorting
end inner loop
Iteration 10, inertia 24410.143027
start iteration
done sorting
end inner loop
Iteration 11, inertia 24393.3915757
start iteration
done sorting
end inner loop
Iteration 12, inertia 24382.283966
start iteration
done sorting
end inner loop
Iteration 13, inertia 24371.8731531
start iteration
done sorting
end inner loop
Iteration 14, inertia 24365.7198736
start iteration
done sorting
end inner loop
Iteration 15, inertia 24360.6468535
start iteration
done sorting
end inner loop
Iteration 16, inertia 24355.8202835
start iteration
done sorting
end inner loop
Iteration 17, inertia 24352.5841614
start iteration
done sorting
end inner loop
Iteration 18, inertia 24349.5314851
start iteration
done sorting
end inner loop
Iteration 19, inertia 24345.7042601
start iteration
done sorting
end inner loop
Iteration 20, inertia 24341.852836
start iteration
done sorting
end inner loop
Iteration 21, inertia 24340.6171699
start iteration
done sorting
end inner loop
Iteration 22, inertia 24339.8240137
start iteration
done sorting
end inner loop
Iteration 23, inertia 24338.148508
start iteration
done sorting
end inner loop
Iteration 24, inertia 24336.8143989
start iteration
done sorting
end inner loop
Iteration 25, inertia 24336.2736844
start iteration
done sorting
end inner loop
Iteration 26, inertia 24335.7059071
start iteration
done sorting
end inner loop
Iteration 27, inertia 24335.6391826
start iteration
done sorting
end inner loop
Iteration 28, inertia 24335.3412753
start iteration
done sorting
end inner loop
Iteration 29, inertia 24335.3055894
start iteration
done sorting
end inner loop
Iteration 30, inertia 24335.2514456
start iteration
done sorting
end inner loop
Iteration 31, inertia 24335.2427536
start iteration
done sorting
end inner loop
Iteration 32, inertia 24335.2427536
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.040
Number of clusters: 36

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26564.288428
start iteration
done sorting
end inner loop
Iteration 1, inertia 25615.4012613
start iteration
done sorting
end inner loop
Iteration 2, inertia 25105.0859705
start iteration
done sorting
end inner loop
Iteration 3, inertia 24851.297322
start iteration
done sorting
end inner loop
Iteration 4, inertia 24712.9512452
start iteration
done sorting
end inner loop
Iteration 5, inertia 24614.0559113
start iteration
done sorting
end inner loop
Iteration 6, inertia 24544.6272623
start iteration
done sorting
end inner loop
Iteration 7, inertia 24495.2679819
start iteration
done sorting
end inner loop
Iteration 8, inertia 24465.3821407
start iteration
done sorting
end inner loop
Iteration 9, inertia 24437.6586681
start iteration
done sorting
end inner loop
Iteration 10, inertia 24420.2148014
start iteration
done sorting
end inner loop
Iteration 11, inertia 24408.7135176
start iteration
done sorting
end inner loop
Iteration 12, inertia 24402.4810196
start iteration
done sorting
end inner loop
Iteration 13, inertia 24397.9919992
start iteration
done sorting
end inner loop
Iteration 14, inertia 24392.662756
start iteration
done sorting
end inner loop
Iteration 15, inertia 24388.4006961
start iteration
done sorting
end inner loop
Iteration 16, inertia 24384.9681745
start iteration
done sorting
end inner loop
Iteration 17, inertia 24379.8696024
start iteration
done sorting
end inner loop
Iteration 18, inertia 24376.6124644
start iteration
done sorting
end inner loop
Iteration 19, inertia 24374.2690962
start iteration
done sorting
end inner loop
Iteration 20, inertia 24367.200924
start iteration
done sorting
end inner loop
Iteration 21, inertia 24365.6004489
start iteration
done sorting
end inner loop
Iteration 22, inertia 24358.3408901
start iteration
done sorting
end inner loop
Iteration 23, inertia 24357.5460341
start iteration
done sorting
end inner loop
Iteration 24, inertia 24356.9536192
start iteration
done sorting
end inner loop
Iteration 25, inertia 24356.611847
start iteration
done sorting
end inner loop
Iteration 26, inertia 24356.4674962
start iteration
done sorting
end inner loop
Iteration 27, inertia 24356.4674962
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26538.0072014
start iteration
done sorting
end inner loop
Iteration 1, inertia 25356.4372059
start iteration
done sorting
end inner loop
Iteration 2, inertia 24820.0800244
start iteration
done sorting
end inner loop
Iteration 3, inertia 24584.8012621
start iteration
done sorting
end inner loop
Iteration 4, inertia 24464.6185584
start iteration
done sorting
end inner loop
Iteration 5, inertia 24405.3532136
start iteration
done sorting
end inner loop
Iteration 6, inertia 24363.6039167
start iteration
done sorting
end inner loop
Iteration 7, inertia 24329.2249539
start iteration
done sorting
end inner loop
Iteration 8, inertia 24305.1143736
start iteration
done sorting
end inner loop
Iteration 9, inertia 24288.747114
start iteration
done sorting
end inner loop
Iteration 10, inertia 24271.8075382
start iteration
done sorting
end inner loop
Iteration 11, inertia 24253.6289327
start iteration
done sorting
end inner loop
Iteration 12, inertia 24236.5108587
start iteration
done sorting
end inner loop
Iteration 13, inertia 24224.1682902
start iteration
done sorting
end inner loop
Iteration 14, inertia 24210.5417607
start iteration
done sorting
end inner loop
Iteration 15, inertia 24198.332964
start iteration
done sorting
end inner loop
Iteration 16, inertia 24188.3918821
start iteration
done sorting
end inner loop
Iteration 17, inertia 24183.4174188
start iteration
done sorting
end inner loop
Iteration 18, inertia 24172.8807461
start iteration
done sorting
end inner loop
Iteration 19, inertia 24156.24499
start iteration
done sorting
end inner loop
Iteration 20, inertia 24142.8141997
start iteration
done sorting
end inner loop
Iteration 21, inertia 24135.2114807
start iteration
done sorting
end inner loop
Iteration 22, inertia 24126.0257109
start iteration
done sorting
end inner loop
Iteration 23, inertia 24119.3934984
start iteration
done sorting
end inner loop
Iteration 24, inertia 24112.9310651
start iteration
done sorting
end inner loop
Iteration 25, inertia 24105.96278
start iteration
done sorting
end inner loop
Iteration 26, inertia 24098.1823275
start iteration
done sorting
end inner loop
Iteration 27, inertia 24089.8011525
start iteration
done sorting
end inner loop
Iteration 28, inertia 24076.8192097
start iteration
done sorting
end inner loop
Iteration 29, inertia 24067.0502894
start iteration
done sorting
end inner loop
Iteration 30, inertia 24060.832169
start iteration
done sorting
end inner loop
Iteration 31, inertia 24056.1006806
start iteration
done sorting
end inner loop
Iteration 32, inertia 24049.8418058
start iteration
done sorting
end inner loop
Iteration 33, inertia 24045.8928467
start iteration
done sorting
end inner loop
Iteration 34, inertia 24043.482642
start iteration
done sorting
end inner loop
Iteration 35, inertia 24041.961652
start iteration
done sorting
end inner loop
Iteration 36, inertia 24041.3776317
start iteration
done sorting
end inner loop
Iteration 37, inertia 24040.1655653
start iteration
done sorting
end inner loop
Iteration 38, inertia 24039.046747
start iteration
done sorting
end inner loop
Iteration 39, inertia 24038.8263804
start iteration
done sorting
end inner loop
Iteration 40, inertia 24038.745605
start iteration
done sorting
end inner loop
Iteration 41, inertia 24038.745605
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26595.8811836
start iteration
done sorting
end inner loop
Iteration 1, inertia 25613.9330063
start iteration
done sorting
end inner loop
Iteration 2, inertia 25216.5799731
start iteration
done sorting
end inner loop
Iteration 3, inertia 25011.7293466
start iteration
done sorting
end inner loop
Iteration 4, inertia 24876.8054983
start iteration
done sorting
end inner loop
Iteration 5, inertia 24788.5921357
start iteration
done sorting
end inner loop
Iteration 6, inertia 24728.9834594
start iteration
done sorting
end inner loop
Iteration 7, inertia 24668.959176
start iteration
done sorting
end inner loop
Iteration 8, inertia 24638.9947984
start iteration
done sorting
end inner loop
Iteration 9, inertia 24619.5269759
start iteration
done sorting
end inner loop
Iteration 10, inertia 24603.0864762
start iteration
done sorting
end inner loop
Iteration 11, inertia 24595.0343019
start iteration
done sorting
end inner loop
Iteration 12, inertia 24587.4752371
start iteration
done sorting
end inner loop
Iteration 13, inertia 24578.1923899
start iteration
done sorting
end inner loop
Iteration 14, inertia 24572.1013216
start iteration
done sorting
end inner loop
Iteration 15, inertia 24566.244103
start iteration
done sorting
end inner loop
Iteration 16, inertia 24559.7830715
start iteration
done sorting
end inner loop
Iteration 17, inertia 24553.4936683
start iteration
done sorting
end inner loop
Iteration 18, inertia 24547.4836038
start iteration
done sorting
end inner loop
Iteration 19, inertia 24542.5561764
start iteration
done sorting
end inner loop
Iteration 20, inertia 24537.2782608
start iteration
done sorting
end inner loop
Iteration 21, inertia 24532.0930722
start iteration
done sorting
end inner loop
Iteration 22, inertia 24528.4306807
start iteration
done sorting
end inner loop
Iteration 23, inertia 24524.8968797
start iteration
done sorting
end inner loop
Iteration 24, inertia 24522.8014239
start iteration
done sorting
end inner loop
Iteration 25, inertia 24521.4963954
start iteration
done sorting
end inner loop
Iteration 26, inertia 24519.9275683
start iteration
done sorting
end inner loop
Iteration 27, inertia 24518.9274463
start iteration
done sorting
end inner loop
Iteration 28, inertia 24517.0487687
start iteration
done sorting
end inner loop
Iteration 29, inertia 24514.39828
start iteration
done sorting
end inner loop
Iteration 30, inertia 24513.4719788
start iteration
done sorting
end inner loop
Iteration 31, inertia 24512.1175521
start iteration
done sorting
end inner loop
Iteration 32, inertia 24511.4429482
start iteration
done sorting
end inner loop
Iteration 33, inertia 24510.7553087
start iteration
done sorting
end inner loop
Iteration 34, inertia 24509.6828058
start iteration
done sorting
end inner loop
Iteration 35, inertia 24508.4268535
start iteration
done sorting
end inner loop
Iteration 36, inertia 24506.5585838
start iteration
done sorting
end inner loop
Iteration 37, inertia 24504.7120792
start iteration
done sorting
end inner loop
Iteration 38, inertia 24503.3454064
start iteration
done sorting
end inner loop
Iteration 39, inertia 24502.4222972
start iteration
done sorting
end inner loop
Iteration 40, inertia 24501.2819402
start iteration
done sorting
end inner loop
Iteration 41, inertia 24500.5368876
start iteration
done sorting
end inner loop
Iteration 42, inertia 24499.6811566
start iteration
done sorting
end inner loop
Iteration 43, inertia 24498.1856926
start iteration
done sorting
end inner loop
Iteration 44, inertia 24497.0110404
start iteration
done sorting
end inner loop
Iteration 45, inertia 24495.919588
start iteration
done sorting
end inner loop
Iteration 46, inertia 24495.5347328
start iteration
done sorting
end inner loop
Iteration 47, inertia 24495.4333865
start iteration
done sorting
end inner loop
Iteration 48, inertia 24495.0235521
start iteration
done sorting
end inner loop
Iteration 49, inertia 24494.8354811
start iteration
done sorting
end inner loop
Iteration 50, inertia 24494.8354811
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26594.1323495
start iteration
done sorting
end inner loop
Iteration 1, inertia 25641.0289257
start iteration
done sorting
end inner loop
Iteration 2, inertia 25188.1218459
start iteration
done sorting
end inner loop
Iteration 3, inertia 24926.7877544
start iteration
done sorting
end inner loop
Iteration 4, inertia 24784.0065325
start iteration
done sorting
end inner loop
Iteration 5, inertia 24685.6979568
start iteration
done sorting
end inner loop
Iteration 6, inertia 24618.9551512
start iteration
done sorting
end inner loop
Iteration 7, inertia 24566.5631771
start iteration
done sorting
end inner loop
Iteration 8, inertia 24514.991917
start iteration
done sorting
end inner loop
Iteration 9, inertia 24481.4113492
start iteration
done sorting
end inner loop
Iteration 10, inertia 24457.7795452
start iteration
done sorting
end inner loop
Iteration 11, inertia 24440.0156615
start iteration
done sorting
end inner loop
Iteration 12, inertia 24426.6796379
start iteration
done sorting
end inner loop
Iteration 13, inertia 24418.5017991
start iteration
done sorting
end inner loop
Iteration 14, inertia 24413.4509434
start iteration
done sorting
end inner loop
Iteration 15, inertia 24407.6670651
start iteration
done sorting
end inner loop
Iteration 16, inertia 24403.8177577
start iteration
done sorting
end inner loop
Iteration 17, inertia 24401.3140409
start iteration
done sorting
end inner loop
Iteration 18, inertia 24399.1831429
start iteration
done sorting
end inner loop
Iteration 19, inertia 24397.0107334
start iteration
done sorting
end inner loop
Iteration 20, inertia 24395.0319592
start iteration
done sorting
end inner loop
Iteration 21, inertia 24392.6582403
start iteration
done sorting
end inner loop
Iteration 22, inertia 24390.7094628
start iteration
done sorting
end inner loop
Iteration 23, inertia 24390.6073665
start iteration
done sorting
end inner loop
Iteration 24, inertia 24390.5965754
start iteration
done sorting
end inner loop
Iteration 25, inertia 24390.5965754
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 27213.7658622
start iteration
done sorting
end inner loop
Iteration 1, inertia 25710.4994589
start iteration
done sorting
end inner loop
Iteration 2, inertia 25134.1654996
start iteration
done sorting
end inner loop
Iteration 3, inertia 24863.92024
start iteration
done sorting
end inner loop
Iteration 4, inertia 24668.0899964
start iteration
done sorting
end inner loop
Iteration 5, inertia 24561.4364556
start iteration
done sorting
end inner loop
Iteration 6, inertia 24505.7008733
start iteration
done sorting
end inner loop
Iteration 7, inertia 24475.6517654
start iteration
done sorting
end inner loop
Iteration 8, inertia 24450.9324609
start iteration
done sorting
end inner loop
Iteration 9, inertia 24431.7699233
start iteration
done sorting
end inner loop
Iteration 10, inertia 24416.3243846
start iteration
done sorting
end inner loop
Iteration 11, inertia 24394.7084792
start iteration
done sorting
end inner loop
Iteration 12, inertia 24378.8697413
start iteration
done sorting
end inner loop
Iteration 13, inertia 24366.2327819
start iteration
done sorting
end inner loop
Iteration 14, inertia 24355.2503609
start iteration
done sorting
end inner loop
Iteration 15, inertia 24345.393837
start iteration
done sorting
end inner loop
Iteration 16, inertia 24330.8668805
start iteration
done sorting
end inner loop
Iteration 17, inertia 24318.7636571
start iteration
done sorting
end inner loop
Iteration 18, inertia 24310.1919077
start iteration
done sorting
end inner loop
Iteration 19, inertia 24303.0402721
start iteration
done sorting
end inner loop
Iteration 20, inertia 24295.9404415
start iteration
done sorting
end inner loop
Iteration 21, inertia 24287.5928082
start iteration
done sorting
end inner loop
Iteration 22, inertia 24282.3254155
start iteration
done sorting
end inner loop
Iteration 23, inertia 24277.4562456
start iteration
done sorting
end inner loop
Iteration 24, inertia 24274.1393634
start iteration
done sorting
end inner loop
Iteration 25, inertia 24271.5353255
start iteration
done sorting
end inner loop
Iteration 26, inertia 24267.8688096
start iteration
done sorting
end inner loop
Iteration 27, inertia 24265.3808549
start iteration
done sorting
end inner loop
Iteration 28, inertia 24262.2295344
start iteration
done sorting
end inner loop
Iteration 29, inertia 24261.0880003
start iteration
done sorting
end inner loop
Iteration 30, inertia 24259.843246
start iteration
done sorting
end inner loop
Iteration 31, inertia 24258.7142949
start iteration
done sorting
end inner loop
Iteration 32, inertia 24257.7568088
start iteration
done sorting
end inner loop
Iteration 33, inertia 24257.7089905
start iteration
done sorting
end inner loop
Iteration 34, inertia 24257.7089905
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.060
Number of clusters: 37

Silhouette Coefficient: 0.035
Number of clusters: 41

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26173.047287
start iteration
done sorting
end inner loop
Iteration 1, inertia 25345.6318402
start iteration
done sorting
end inner loop
Iteration 2, inertia 25004.112069
start iteration
done sorting
end inner loop
Iteration 3, inertia 24780.7945439
start iteration
done sorting
end inner loop
Iteration 4, inertia 24631.3988248
start iteration
done sorting
end inner loop
Iteration 5, inertia 24512.2175711
start iteration
done sorting
end inner loop
Iteration 6, inertia 24436.9663401
start iteration
done sorting
end inner loop
Iteration 7, inertia 24377.6646117
start iteration
done sorting
end inner loop
Iteration 8, inertia 24334.8565195
start iteration
done sorting
end inner loop
Iteration 9, inertia 24273.0295084
start iteration
done sorting
end inner loop
Iteration 10, inertia 24227.2271584
start iteration
done sorting
end inner loop
Iteration 11, inertia 24193.9300511
start iteration
done sorting
end inner loop
Iteration 12, inertia 24170.1669963
start iteration
done sorting
end inner loop
Iteration 13, inertia 24152.9870205
start iteration
done sorting
end inner loop
Iteration 14, inertia 24138.6559332
start iteration
done sorting
end inner loop
Iteration 15, inertia 24128.5765722
start iteration
done sorting
end inner loop
Iteration 16, inertia 24115.8781851
start iteration
done sorting
end inner loop
Iteration 17, inertia 24104.555889
start iteration
done sorting
end inner loop
Iteration 18, inertia 24092.664547
start iteration
done sorting
end inner loop
Iteration 19, inertia 24082.4987886
start iteration
done sorting
end inner loop
Iteration 20, inertia 24075.0963482
start iteration
done sorting
end inner loop
Iteration 21, inertia 24068.7929961
start iteration
done sorting
end inner loop
Iteration 22, inertia 24064.6265945
start iteration
done sorting
end inner loop
Iteration 23, inertia 24060.6885255
start iteration
done sorting
end inner loop
Iteration 24, inertia 24057.4792341
start iteration
done sorting
end inner loop
Iteration 25, inertia 24055.6378461
start iteration
done sorting
end inner loop
Iteration 26, inertia 24053.4979202
start iteration
done sorting
end inner loop
Iteration 27, inertia 24051.9973238
start iteration
done sorting
end inner loop
Iteration 28, inertia 24051.3157521
start iteration
done sorting
end inner loop
Iteration 29, inertia 24051.262336
start iteration
done sorting
end inner loop
Iteration 30, inertia 24051.1298116
start iteration
done sorting
end inner loop
Iteration 31, inertia 24050.8268298
start iteration
done sorting
end inner loop
Iteration 32, inertia 24050.7865711
start iteration
done sorting
end inner loop
Iteration 33, inertia 24050.7865711
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26289.7611115
start iteration
done sorting
end inner loop
Iteration 1, inertia 25349.141348
start iteration
done sorting
end inner loop
Iteration 2, inertia 24945.2044243
start iteration
done sorting
end inner loop
Iteration 3, inertia 24702.098429
start iteration
done sorting
end inner loop
Iteration 4, inertia 24566.221796
start iteration
done sorting
end inner loop
Iteration 5, inertia 24473.9200274
start iteration
done sorting
end inner loop
Iteration 6, inertia 24407.5411029
start iteration
done sorting
end inner loop
Iteration 7, inertia 24358.976382
start iteration
done sorting
end inner loop
Iteration 8, inertia 24315.0673702
start iteration
done sorting
end inner loop
Iteration 9, inertia 24277.3437228
start iteration
done sorting
end inner loop
Iteration 10, inertia 24246.6322171
start iteration
done sorting
end inner loop
Iteration 11, inertia 24224.6610144
start iteration
done sorting
end inner loop
Iteration 12, inertia 24209.0164415
start iteration
done sorting
end inner loop
Iteration 13, inertia 24194.0678409
start iteration
done sorting
end inner loop
Iteration 14, inertia 24180.671635
start iteration
done sorting
end inner loop
Iteration 15, inertia 24173.1013355
start iteration
done sorting
end inner loop
Iteration 16, inertia 24165.7807956
start iteration
done sorting
end inner loop
Iteration 17, inertia 24159.413101
start iteration
done sorting
end inner loop
Iteration 18, inertia 24155.4786596
start iteration
done sorting
end inner loop
Iteration 19, inertia 24153.1436981
start iteration
done sorting
end inner loop
Iteration 20, inertia 24150.4769514
start iteration
done sorting
end inner loop
Iteration 21, inertia 24148.8094595
start iteration
done sorting
end inner loop
Iteration 22, inertia 24147.0272032
start iteration
done sorting
end inner loop
Iteration 23, inertia 24146.0751158
start iteration
done sorting
end inner loop
Iteration 24, inertia 24144.2185101
start iteration
done sorting
end inner loop
Iteration 25, inertia 24142.7699722
start iteration
done sorting
end inner loop
Iteration 26, inertia 24141.3231297
start iteration
done sorting
end inner loop
Iteration 27, inertia 24140.7502203
start iteration
done sorting
end inner loop
Iteration 28, inertia 24139.6624005
start iteration
done sorting
end inner loop
Iteration 29, inertia 24139.0015782
start iteration
done sorting
end inner loop
Iteration 30, inertia 24139.0015782
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26458.1951582
start iteration
done sorting
end inner loop
Iteration 1, inertia 25263.445781
start iteration
done sorting
end inner loop
Iteration 2, inertia 24747.3912632
start iteration
done sorting
end inner loop
Iteration 3, inertia 24508.4308814
start iteration
done sorting
end inner loop
Iteration 4, inertia 24365.2020814
start iteration
done sorting
end inner loop
Iteration 5, inertia 24278.5162288
start iteration
done sorting
end inner loop
Iteration 6, inertia 24208.6815562
start iteration
done sorting
end inner loop
Iteration 7, inertia 24163.0613019
start iteration
done sorting
end inner loop
Iteration 8, inertia 24133.905602
start iteration
done sorting
end inner loop
Iteration 9, inertia 24110.4565092
start iteration
done sorting
end inner loop
Iteration 10, inertia 24089.0304418
start iteration
done sorting
end inner loop
Iteration 11, inertia 24078.1832285
start iteration
done sorting
end inner loop
Iteration 12, inertia 24071.6649537
start iteration
done sorting
end inner loop
Iteration 13, inertia 24066.6859418
start iteration
done sorting
end inner loop
Iteration 14, inertia 24064.0326989
start iteration
done sorting
end inner loop
Iteration 15, inertia 24062.5224176
start iteration
done sorting
end inner loop
Iteration 16, inertia 24060.6607015
start iteration
done sorting
end inner loop
Iteration 17, inertia 24058.9229514
start iteration
done sorting
end inner loop
Iteration 18, inertia 24057.9903414
start iteration
done sorting
end inner loop
Iteration 19, inertia 24057.4404287
start iteration
done sorting
end inner loop
Iteration 20, inertia 24056.399242
start iteration
done sorting
end inner loop
Iteration 21, inertia 24055.1458062
start iteration
done sorting
end inner loop
Iteration 22, inertia 24054.4094857
start iteration
done sorting
end inner loop
Iteration 23, inertia 24053.7148468
start iteration
done sorting
end inner loop
Iteration 24, inertia 24053.143779
start iteration
done sorting
end inner loop
Iteration 25, inertia 24052.9550878
start iteration
done sorting
end inner loop
Iteration 26, inertia 24052.8230227
start iteration
done sorting
end inner loop
Iteration 27, inertia 24052.541675
start iteration
done sorting
end inner loop
Iteration 28, inertia 24052.3601939
start iteration
done sorting
end inner loop
Iteration 29, inertia 24052.3333992
start iteration
done sorting
end inner loop
Iteration 30, inertia 24052.1509643
start iteration
done sorting
end inner loop
Iteration 31, inertia 24051.9821691
start iteration
done sorting
end inner loop
Iteration 32, inertia 24051.6692573
start iteration
done sorting
end inner loop
Iteration 33, inertia 24051.1807356
start iteration
done sorting
end inner loop
Iteration 34, inertia 24050.8751776
start iteration
done sorting
end inner loop
Iteration 35, inertia 24049.9716704
start iteration
done sorting
end inner loop
Iteration 36, inertia 24049.2669035
start iteration
done sorting
end inner loop
Iteration 37, inertia 24047.5919814
start iteration
done sorting
end inner loop
Iteration 38, inertia 24046.2749632
start iteration
done sorting
end inner loop
Iteration 39, inertia 24045.9442619
start iteration
done sorting
end inner loop
Iteration 40, inertia 24045.7675437
start iteration
done sorting
end inner loop
Iteration 41, inertia 24045.069677
start iteration
done sorting
end inner loop
Iteration 42, inertia 24043.7364738
start iteration
done sorting
end inner loop
Iteration 43, inertia 24043.2026789
start iteration
done sorting
end inner loop
Iteration 44, inertia 24042.5807015
start iteration
done sorting
end inner loop
Iteration 45, inertia 24041.1671763
start iteration
done sorting
end inner loop
Iteration 46, inertia 24041.1254609
start iteration
done sorting
end inner loop
Iteration 47, inertia 24041.1254609
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26551.3426539
start iteration
done sorting
end inner loop
Iteration 1, inertia 25544.9750753
start iteration
done sorting
end inner loop
Iteration 2, inertia 25059.1725595
start iteration
done sorting
end inner loop
Iteration 3, inertia 24802.1009972
start iteration
done sorting
end inner loop
Iteration 4, inertia 24646.9856821
start iteration
done sorting
end inner loop
Iteration 5, inertia 24556.4422915
start iteration
done sorting
end inner loop
Iteration 6, inertia 24498.3180285
start iteration
done sorting
end inner loop
Iteration 7, inertia 24460.06795
start iteration
done sorting
end inner loop
Iteration 8, inertia 24441.9414778
start iteration
done sorting
end inner loop
Iteration 9, inertia 24423.0159405
start iteration
done sorting
end inner loop
Iteration 10, inertia 24400.2880952
start iteration
done sorting
end inner loop
Iteration 11, inertia 24380.687063
start iteration
done sorting
end inner loop
Iteration 12, inertia 24361.9050413
start iteration
done sorting
end inner loop
Iteration 13, inertia 24349.6957242
start iteration
done sorting
end inner loop
Iteration 14, inertia 24340.1329878
start iteration
done sorting
end inner loop
Iteration 15, inertia 24332.7380452
start iteration
done sorting
end inner loop
Iteration 16, inertia 24328.320614
start iteration
done sorting
end inner loop
Iteration 17, inertia 24322.9161819
start iteration
done sorting
end inner loop
Iteration 18, inertia 24316.1356392
start iteration
done sorting
end inner loop
Iteration 19, inertia 24311.6764463
start iteration
done sorting
end inner loop
Iteration 20, inertia 24305.0069663
start iteration
done sorting
end inner loop
Iteration 21, inertia 24300.827683
start iteration
done sorting
end inner loop
Iteration 22, inertia 24293.6472538
start iteration
done sorting
end inner loop
Iteration 23, inertia 24291.13785
start iteration
done sorting
end inner loop
Iteration 24, inertia 24288.3464799
start iteration
done sorting
end inner loop
Iteration 25, inertia 24285.1606638
start iteration
done sorting
end inner loop
Iteration 26, inertia 24281.7324079
start iteration
done sorting
end inner loop
Iteration 27, inertia 24278.9017804
start iteration
done sorting
end inner loop
Iteration 28, inertia 24276.2916273
start iteration
done sorting
end inner loop
Iteration 29, inertia 24273.4607491
start iteration
done sorting
end inner loop
Iteration 30, inertia 24271.0866933
start iteration
done sorting
end inner loop
Iteration 31, inertia 24268.0297479
start iteration
done sorting
end inner loop
Iteration 32, inertia 24266.4400182
start iteration
done sorting
end inner loop
Iteration 33, inertia 24265.1461396
start iteration
done sorting
end inner loop
Iteration 34, inertia 24263.6643941
start iteration
done sorting
end inner loop
Iteration 35, inertia 24262.4220588
start iteration
done sorting
end inner loop
Iteration 36, inertia 24261.3533985
start iteration
done sorting
end inner loop
Iteration 37, inertia 24259.6598623
start iteration
done sorting
end inner loop
Iteration 38, inertia 24258.9315521
start iteration
done sorting
end inner loop
Iteration 39, inertia 24258.5408734
start iteration
done sorting
end inner loop
Iteration 40, inertia 24257.9939015
start iteration
done sorting
end inner loop
Iteration 41, inertia 24257.7332743
start iteration
done sorting
end inner loop
Iteration 42, inertia 24257.5102343
start iteration
done sorting
end inner loop
Iteration 43, inertia 24257.1459202
start iteration
done sorting
end inner loop
Iteration 44, inertia 24257.0889231
start iteration
done sorting
end inner loop
Iteration 45, inertia 24256.931567
start iteration
done sorting
end inner loop
Iteration 46, inertia 24256.931567
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26033.6464901
start iteration
done sorting
end inner loop
Iteration 1, inertia 25202.7806694
start iteration
done sorting
end inner loop
Iteration 2, inertia 24797.5337908
start iteration
done sorting
end inner loop
Iteration 3, inertia 24609.6389064
start iteration
done sorting
end inner loop
Iteration 4, inertia 24493.9955041
start iteration
done sorting
end inner loop
Iteration 5, inertia 24415.355089
start iteration
done sorting
end inner loop
Iteration 6, inertia 24347.3638978
start iteration
done sorting
end inner loop
Iteration 7, inertia 24291.2580758
start iteration
done sorting
end inner loop
Iteration 8, inertia 24248.2110106
start iteration
done sorting
end inner loop
Iteration 9, inertia 24206.0145017
start iteration
done sorting
end inner loop
Iteration 10, inertia 24177.8968018
start iteration
done sorting
end inner loop
Iteration 11, inertia 24155.9696898
start iteration
done sorting
end inner loop
Iteration 12, inertia 24138.7460835
start iteration
done sorting
end inner loop
Iteration 13, inertia 24124.6245719
start iteration
done sorting
end inner loop
Iteration 14, inertia 24110.9261492
start iteration
done sorting
end inner loop
Iteration 15, inertia 24096.2135955
start iteration
done sorting
end inner loop
Iteration 16, inertia 24080.8761955
start iteration
done sorting
end inner loop
Iteration 17, inertia 24063.9455721
start iteration
done sorting
end inner loop
Iteration 18, inertia 24052.3361504
start iteration
done sorting
end inner loop
Iteration 19, inertia 24042.5292641
start iteration
done sorting
end inner loop
Iteration 20, inertia 24031.2924624
start iteration
done sorting
end inner loop
Iteration 21, inertia 24017.3786467
start iteration
done sorting
end inner loop
Iteration 22, inertia 24006.6005476
start iteration
done sorting
end inner loop
Iteration 23, inertia 23999.2387787
start iteration
done sorting
end inner loop
Iteration 24, inertia 23995.4609073
start iteration
done sorting
end inner loop
Iteration 25, inertia 23992.8491321
start iteration
done sorting
end inner loop
Iteration 26, inertia 23989.7867353
start iteration
done sorting
end inner loop
Iteration 27, inertia 23988.7586836
start iteration
done sorting
end inner loop
Iteration 28, inertia 23987.9749696
start iteration
done sorting
end inner loop
Iteration 29, inertia 23987.3073284
start iteration
done sorting
end inner loop
Iteration 30, inertia 23986.342482
start iteration
done sorting
end inner loop
Iteration 31, inertia 23985.2541579
start iteration
done sorting
end inner loop
Iteration 32, inertia 23984.2981007
start iteration
done sorting
end inner loop
Iteration 33, inertia 23983.9750493
start iteration
done sorting
end inner loop
Iteration 34, inertia 23983.6541094
start iteration
done sorting
end inner loop
Iteration 35, inertia 23982.8924632
start iteration
done sorting
end inner loop
Iteration 36, inertia 23982.3709835
start iteration
done sorting
end inner loop
Iteration 37, inertia 23981.3565023
start iteration
done sorting
end inner loop
Iteration 38, inertia 23977.8278475
start iteration
done sorting
end inner loop
Iteration 39, inertia 23975.7691179
start iteration
done sorting
end inner loop
Iteration 40, inertia 23974.2973166
start iteration
done sorting
end inner loop
Iteration 41, inertia 23972.6711743
start iteration
done sorting
end inner loop
Iteration 42, inertia 23971.3378364
start iteration
done sorting
end inner loop
Iteration 43, inertia 23970.764294
start iteration
done sorting
end inner loop
Iteration 44, inertia 23969.4275859
start iteration
done sorting
end inner loop
Iteration 45, inertia 23968.0364641
start iteration
done sorting
end inner loop
Iteration 46, inertia 23967.3814616
start iteration
done sorting
end inner loop
Iteration 47, inertia 23966.7291615
start iteration
done sorting
end inner loop
Iteration 48, inertia 23966.0902079
start iteration
done sorting
end inner loop
Iteration 49, inertia 23965.4551421
start iteration
done sorting
end inner loop
Iteration 50, inertia 23965.4023179
start iteration
done sorting
end inner loop
Iteration 51, inertia 23965.4023179
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26750.8510734
start iteration
done sorting
end inner loop
Iteration 1, inertia 25500.4329315
start iteration
done sorting
end inner loop
Iteration 2, inertia 24962.96882
start iteration
done sorting
end inner loop
Iteration 3, inertia 24684.9497646
start iteration
done sorting
end inner loop
Iteration 4, inertia 24531.4269176
start iteration
done sorting
end inner loop
Iteration 5, inertia 24439.9858037
start iteration
done sorting
end inner loop
Iteration 6, inertia 24386.7004026
start iteration
done sorting
end inner loop
Iteration 7, inertia 24355.0363045
start iteration
done sorting
end inner loop
Iteration 8, inertia 24338.6931523
start iteration
done sorting
end inner loop
Iteration 9, inertia 24321.3591253
start iteration
done sorting
end inner loop
Iteration 10, inertia 24305.376152
start iteration
done sorting
end inner loop
Iteration 11, inertia 24291.173531
start iteration
done sorting
end inner loop
Iteration 12, inertia 24277.5358677
start iteration
done sorting
end inner loop
Iteration 13, inertia 24267.2287281
start iteration
done sorting
end inner loop
Iteration 14, inertia 24257.4709317
start iteration
done sorting
end inner loop
Iteration 15, inertia 24249.159426
start iteration
done sorting
end inner loop
Iteration 16, inertia 24244.1126107
start iteration
done sorting
end inner loop
Iteration 17, inertia 24240.4252169
start iteration
done sorting
end inner loop
Iteration 18, inertia 24236.6834675
start iteration
done sorting
end inner loop
Iteration 19, inertia 24231.4201764
start iteration
done sorting
end inner loop
Iteration 20, inertia 24228.4225451
start iteration
done sorting
end inner loop
Iteration 21, inertia 24225.9483781
start iteration
done sorting
end inner loop
Iteration 22, inertia 24223.2883739
start iteration
done sorting
end inner loop
Iteration 23, inertia 24222.0007418
start iteration
done sorting
end inner loop
Iteration 24, inertia 24220.6927254
start iteration
done sorting
end inner loop
Iteration 25, inertia 24219.6340258
start iteration
done sorting
end inner loop
Iteration 26, inertia 24215.134347
start iteration
done sorting
end inner loop
Iteration 27, inertia 24211.4317262
start iteration
done sorting
end inner loop
Iteration 28, inertia 24208.7270864
start iteration
done sorting
end inner loop
Iteration 29, inertia 24206.6844998
start iteration
done sorting
end inner loop
Iteration 30, inertia 24204.1215536
start iteration
done sorting
end inner loop
Iteration 31, inertia 24200.4794815
start iteration
done sorting
end inner loop
Iteration 32, inertia 24196.4823969
start iteration
done sorting
end inner loop
Iteration 33, inertia 24193.5055231
start iteration
done sorting
end inner loop
Iteration 34, inertia 24191.2118055
start iteration
done sorting
end inner loop
Iteration 35, inertia 24189.3829789
start iteration
done sorting
end inner loop
Iteration 36, inertia 24188.3872077
start iteration
done sorting
end inner loop
Iteration 37, inertia 24187.8816819
start iteration
done sorting
end inner loop
Iteration 38, inertia 24187.6111763
start iteration
done sorting
end inner loop
Iteration 39, inertia 24186.8866386
start iteration
done sorting
end inner loop
Iteration 40, inertia 24186.0097171
start iteration
done sorting
end inner loop
Iteration 41, inertia 24185.8124335
start iteration
done sorting
end inner loop
Iteration 42, inertia 24185.5670167
start iteration
done sorting
end inner loop
Iteration 43, inertia 24185.2407346
start iteration
done sorting
end inner loop
Iteration 44, inertia 24184.406724
start iteration
done sorting
end inner loop
Iteration 45, inertia 24183.7644324
start iteration
done sorting
end inner loop
Iteration 46, inertia 24183.6191116
start iteration
done sorting
end inner loop
Iteration 47, inertia 24183.5506455
start iteration
done sorting
end inner loop
Iteration 48, inertia 24183.4923657
start iteration
done sorting
end inner loop
Iteration 49, inertia 24183.4434516
start iteration
done sorting
end inner loop
Iteration 50, inertia 24183.3303034
start iteration
done sorting
end inner loop
Iteration 51, inertia 24183.3101261
start iteration
done sorting
end inner loop
Iteration 52, inertia 24183.3101261
center shift 0.000000e+00 within Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26059.1931623
start iteration
done sorting
end inner loop
Iteration 1, inertia 25163.3218113
start iteration
done sorting
end inner loop
Iteration 2, inertia 24785.916094
start iteration
done sorting
end inner loop
Iteration 3, inertia 24592.3409915
start iteration
done sorting
end inner loop
Iteration 4, inertia 24470.476532
start iteration
done sorting
end inner loop
Iteration 5, inertia 24392.0927243
start iteration
done sorting
end inner loop
Iteration 6, inertia 24338.1922798
start iteration
done sorting
end inner loop
Iteration 7, inertia 24297.1487221
start iteration
done sorting
end inner loop
Iteration 8, inertia 24258.8659968
start iteration
done sorting
end inner loop
Iteration 9, inertia 24230.4882412
start iteration
done sorting
end inner loop
Iteration 10, inertia 24210.822995
start iteration
done sorting
end inner loop
Iteration 11, inertia 24193.1417642
start iteration
done sorting
end inner loop
Iteration 12, inertia 24178.9257698
start iteration
done sorting
end inner loop
Iteration 13, inertia 24167.996586
start iteration
done sorting
end inner loop
Iteration 14, inertia 24159.7355548
start iteration
done sorting
end inner loop
Iteration 15, inertia 24152.4263756
start iteration
done sorting
end inner loop
Iteration 16, inertia 24146.4906468
start iteration
done sorting
end inner loop
Iteration 17, inertia 24144.5334112
start iteration
done sorting
end inner loop
Iteration 18, inertia 24141.7450284
start iteration
done sorting
end inner loop
Iteration 19, inertia 24139.435695
start iteration
done sorting
end inner loop
Iteration 20, inertia 24136.7676569
start iteration
done sorting
end inner loop
Iteration 21, inertia 24133.031355
start iteration
done sorting
end inner loop
Iteration 22, inertia 24130.8877919
start iteration
done sorting
end inner loop
Iteration 23, inertia 24129.2398834
start iteration
done sorting
end inner loop
Iteration 24, inertia 24127.8671299
start iteration
done sorting
end inner loop
Iteration 25, inertia 24126.0227842
start iteration
done sorting
end inner loop
Iteration 26, inertia 24125.9358417
start iteration
done sorting
end inner loop
Iteration 27, inertia 24125.9358417
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.038
Number of clusters: 38

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26125.9167006
start iteration
done sorting
end inner loop
Iteration 1, inertia 25249.1282659
start iteration
done sorting
end inner loop
Iteration 2, inertia 24871.9450782
start iteration
done sorting
end inner loop
Iteration 3, inertia 24663.2993314
start iteration
done sorting
end inner loop
Iteration 4, inertia 24517.1409276
start iteration
done sorting
end inner loop
Iteration 5, inertia 24405.7222344
start iteration
done sorting
end inner loop
Iteration 6, inertia 24328.9411414
start iteration
done sorting
end inner loop
Iteration 7, inertia 24271.892564
start iteration
done sorting
end inner loop
Iteration 8, inertia 24225.2905269
start iteration
done sorting
end inner loop
Iteration 9, inertia 24186.2277639
start iteration
done sorting
end inner loop
Iteration 10, inertia 24143.5263611
start iteration
done sorting
end inner loop
Iteration 11, inertia 24111.430079
start iteration
done sorting
end inner loop
Iteration 12, inertia 24091.4555652
start iteration
done sorting
end inner loop
Iteration 13, inertia 24079.3232791
start iteration
done sorting
end inner loop
Iteration 14, inertia 24071.4346568
start iteration
done sorting
end inner loop
Iteration 15, inertia 24065.8967985
start iteration
done sorting
end inner loop
Iteration 16, inertia 24061.8966569
start iteration
done sorting
end inner loop
Iteration 17, inertia 24059.8230357
start iteration
done sorting
end inner loop
Iteration 18, inertia 24057.4449245
start iteration
done sorting
end inner loop
Iteration 19, inertia 24055.3881338
start iteration
done sorting
end inner loop
Iteration 20, inertia 24053.2960819
start iteration
done sorting
end inner loop
Iteration 21, inertia 24051.0685536
start iteration
done sorting
end inner loop
Iteration 22, inertia 24050.3750372
start iteration
done sorting
end inner loop
Iteration 23, inertia 24050.2009679
start iteration
done sorting
end inner loop
Iteration 24, inertia 24049.9779515
start iteration
done sorting
end inner loop
Iteration 25, inertia 24049.9779515
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26164.1889112
start iteration
done sorting
end inner loop
Iteration 1, inertia 25111.9192751
start iteration
done sorting
end inner loop
Iteration 2, inertia 24674.9439266
start iteration
done sorting
end inner loop
Iteration 3, inertia 24453.2080716
start iteration
done sorting
end inner loop
Iteration 4, inertia 24276.3169047
start iteration
done sorting
end inner loop
Iteration 5, inertia 24186.1017791
start iteration
done sorting
end inner loop
Iteration 6, inertia 24123.9166427
start iteration
done sorting
end inner loop
Iteration 7, inertia 24081.4939488
start iteration
done sorting
end inner loop
Iteration 8, inertia 24043.3590647
start iteration
done sorting
end inner loop
Iteration 9, inertia 24013.9523837
start iteration
done sorting
end inner loop
Iteration 10, inertia 23995.3835632
start iteration
done sorting
end inner loop
Iteration 11, inertia 23981.1436535
start iteration
done sorting
end inner loop
Iteration 12, inertia 23970.9960392
start iteration
done sorting
end inner loop
Iteration 13, inertia 23964.1297112
start iteration
done sorting
end inner loop
Iteration 14, inertia 23959.8786486
start iteration
done sorting
end inner loop
Iteration 15, inertia 23954.4725353
start iteration
done sorting
end inner loop
Iteration 16, inertia 23947.5107776
start iteration
done sorting
end inner loop
Iteration 17, inertia 23940.7338031
start iteration
done sorting
end inner loop
Iteration 18, inertia 23935.6923892
start iteration
done sorting
end inner loop
Iteration 19, inertia 23930.8803533
start iteration
done sorting
end inner loop
Iteration 20, inertia 23926.3754824
start iteration
done sorting
end inner loop
Iteration 21, inertia 23919.3286363
start iteration
done sorting
end inner loop
Iteration 22, inertia 23915.1369148
start iteration
done sorting
end inner loop
Iteration 23, inertia 23911.3464058
start iteration
done sorting
end inner loop
Iteration 24, inertia 23906.9305267
start iteration
done sorting
end inner loop
Iteration 25, inertia 23904.4293699
start iteration
done sorting
end inner loop
Iteration 26, inertia 23902.1064206
start iteration
done sorting
end inner loop
Iteration 27, inertia 23899.5505339
start iteration
done sorting
end inner loop
Iteration 28, inertia 23897.5133552
start iteration
done sorting
end inner loop
Iteration 29, inertia 23895.8819878
start iteration
done sorting
end inner loop
Iteration 30, inertia 23895.2672517
start iteration
done sorting
end inner loop
Iteration 31, inertia 23894.4339679
start iteration
done sorting
end inner loop
Iteration 32, inertia 23893.3645037
start iteration
done sorting
end inner loop
Iteration 33, inertia 23891.5515774
start iteration
done sorting
end inner loop
Iteration 34, inertia 23890.8604144
start iteration
done sorting
end inner loop
Iteration 35, inertia 23890.5670817
start iteration
done sorting
end inner loop
Iteration 36, inertia 23890.2661956
start iteration
done sorting
end inner loop
Iteration 37, inertia 23889.6599461
start iteration
done sorting
end inner loop
Iteration 38, inertia 23889.1297181
start iteration
done sorting
end inner loop
Iteration 39, inertia 23888.0591883
start iteration
done sorting
end inner loop
Iteration 40, inertia 23887.6173141
start iteration
done sorting
end inner loop
Iteration 41, inertia 23886.9247508
start iteration
done sorting
end inner loop
Iteration 42, inertia 23886.479046
start iteration
done sorting
end inner loop
Iteration 43, inertia 23886.3395118
start iteration
done sorting
end inner loop
Iteration 44, inertia 23886.3395118
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26417.8673528
start iteration
done sorting
end inner loop
Iteration 1, inertia 25293.6330029
start iteration
done sorting
end inner loop
Iteration 2, inertia 24833.6102601
start iteration
done sorting
end inner loop
Iteration 3, inertia 24517.2662698
start iteration
done sorting
end inner loop
Iteration 4, inertia 24316.8013917
start iteration
done sorting
end inner loop
Iteration 5, inertia 24187.6854194
start iteration
done sorting
end inner loop
Iteration 6, inertia 24098.9786413
start iteration
done sorting
end inner loop
Iteration 7, inertia 24047.2330654
start iteration
done sorting
end inner loop
Iteration 8, inertia 24008.2199978
start iteration
done sorting
end inner loop
Iteration 9, inertia 23979.7943185
start iteration
done sorting
end inner loop
Iteration 10, inertia 23952.7193925
start iteration
done sorting
end inner loop
Iteration 11, inertia 23936.3250382
start iteration
done sorting
end inner loop
Iteration 12, inertia 23922.9250289
start iteration
done sorting
end inner loop
Iteration 13, inertia 23909.3625131
start iteration
done sorting
end inner loop
Iteration 14, inertia 23900.5842033
start iteration
done sorting
end inner loop
Iteration 15, inertia 23892.9649073
start iteration
done sorting
end inner loop
Iteration 16, inertia 23885.4892388
start iteration
done sorting
end inner loop
Iteration 17, inertia 23879.9011709
start iteration
done sorting
end inner loop
Iteration 18, inertia 23871.6280375
start iteration
done sorting
end inner loop
Iteration 19, inertia 23864.4531614
start iteration
done sorting
end inner loop
Iteration 20, inertia 23854.3205503
start iteration
done sorting
end inner loop
Iteration 21, inertia 23847.1321922
start iteration
done sorting
end inner loop
Iteration 22, inertia 23843.9189777
start iteration
done sorting
end inner loop
Iteration 23, inertia 23842.0757074
start iteration
done sorting
end inner loop
Iteration 24, inertia 23839.6070355
start iteration
done sorting
end inner loop
Iteration 25, inertia 23837.2370787
start iteration
done sorting
end inner loop
Iteration 26, inertia 23835.8409682
start iteration
done sorting
end inner loop
Iteration 27, inertia 23834.8013911
start iteration
done sorting
end inner loop
Iteration 28, inertia 23833.7656738
start iteration
done sorting
end inner loop
Iteration 29, inertia 23832.8377056
start iteration
done sorting
end inner loop
Iteration 30, inertia 23831.0198787
start iteration
done sorting
end inner loop
Iteration 31, inertia 23830.2479083
start iteration
done sorting
end inner loop
Iteration 32, inertia 23827.771283
start iteration
done sorting
end inner loop
Iteration 33, inertia 23825.562666
start iteration
done sorting
end inner loop
Iteration 34, inertia 23824.5417713
start iteration
done sorting
end inner loop
Iteration 35, inertia 23824.2389403
start iteration
done sorting
end inner loop
Iteration 36, inertia 23824.0365065
start iteration
done sorting
end inner loop
Iteration 37, inertia 23824.0149023
start iteration
done sorting
end inner loop
Iteration 38, inertia 23823.8569439
start iteration
done sorting
end inner loop
Iteration 39, inertia 23823.8569439
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25995.4919139
start iteration
done sorting
end inner loop
Iteration 1, inertia 25041.9751589
start iteration
done sorting
end inner loop
Iteration 2, inertia 24646.9594171
start iteration
done sorting
end inner loop
Iteration 3, inertia 24447.6964751
start iteration
done sorting
end inner loop
Iteration 4, inertia 24331.4892837
start iteration
done sorting
end inner loop
Iteration 5, inertia 24246.5359071
start iteration
done sorting
end inner loop
Iteration 6, inertia 24181.4430565
start iteration
done sorting
end inner loop
Iteration 7, inertia 24134.0766469
start iteration
done sorting
end inner loop
Iteration 8, inertia 24095.1750374
start iteration
done sorting
end inner loop
Iteration 9, inertia 24055.6187479
start iteration
done sorting
end inner loop
Iteration 10, inertia 24033.602584
start iteration
done sorting
end inner loop
Iteration 11, inertia 24018.2394536
start iteration
done sorting
end inner loop
Iteration 12, inertia 24004.6877422
start iteration
done sorting
end inner loop
Iteration 13, inertia 23991.5510441
start iteration
done sorting
end inner loop
Iteration 14, inertia 23983.06455
start iteration
done sorting
end inner loop
Iteration 15, inertia 23978.9424801
start iteration
done sorting
end inner loop
Iteration 16, inertia 23974.597379
start iteration
done sorting
end inner loop
Iteration 17, inertia 23971.2615126
start iteration
done sorting
end inner loop
Iteration 18, inertia 23967.8712296
start iteration
done sorting
end inner loop
Iteration 19, inertia 23964.7763702
start iteration
done sorting
end inner loop
Iteration 20, inertia 23963.0327333
start iteration
done sorting
end inner loop
Iteration 21, inertia 23961.2061163
start iteration
done sorting
end inner loop
Iteration 22, inertia 23958.6219353
start iteration
done sorting
end inner loop
Iteration 23, inertia 23957.5400758
start iteration
done sorting
end inner loop
Iteration 24, inertia 23956.3150122
start iteration
done sorting
end inner loop
Iteration 25, inertia 23954.8984902
start iteration
done sorting
end inner loop
Iteration 26, inertia 23953.0765228
start iteration
done sorting
end inner loop
Iteration 27, inertia 23951.7267594
start iteration
done sorting
end inner loop
Iteration 28, inertia 23950.5140217
start iteration
done sorting
end inner loop
Iteration 29, inertia 23948.3082425
start iteration
done sorting
end inner loop
Iteration 30, inertia 23945.7121438
start iteration
done sorting
end inner loop
Iteration 31, inertia 23942.800865
start iteration
done sorting
end inner loop
Iteration 32, inertia 23938.3058083
start iteration
done sorting
end inner loop
Iteration 33, inertia 23933.4185006
start iteration
done sorting
end inner loop
Iteration 34, inertia 23929.4109145
start iteration
done sorting
end inner loop
Iteration 35, inertia 23927.7451437
start iteration
done sorting
end inner loop
Iteration 36, inertia 23926.2591381
start iteration
done sorting
end inner loop
Iteration 37, inertia 23923.9708788
start iteration
done sorting
end inner loop
Iteration 38, inertia 23921.6117881
start iteration
done sorting
end inner loop
Iteration 39, inertia 23919.8027742
start iteration
done sorting
end inner loop
Iteration 40, inertia 23917.6807374
start iteration
done sorting
end inner loop
Iteration 41, inertia 23916.177122
start iteration
done sorting
end inner loop
Iteration 42, inertia 23914.6233197
start iteration
done sorting
end inner loop
Iteration 43, inertia 23912.8065373
start iteration
done sorting
end inner loop
Iteration 44, inertia 23910.2245055
start iteration
done sorting
end inner loop
Iteration 45, inertia 23908.3477161
start iteration
done sorting
end inner loop
Iteration 46, inertia 23907.2372214
start iteration
done sorting
end inner loop
Iteration 47, inertia 23906.794202
start iteration
done sorting
end inner loop
Iteration 48, inertia 23906.0239349
start iteration
done sorting
end inner loop
Iteration 49, inertia 23904.4590351
start iteration
done sorting
end inner loop
Iteration 50, inertia 23902.80634
start iteration
done sorting
end inner loop
Iteration 51, inertia 23901.3561428
start iteration
done sorting
end inner loop
Iteration 52, inertia 23900.8776054
start iteration
done sorting
end inner loop
Iteration 53, inertia 23900.7476565
start iteration
done sorting
end inner loop
Iteration 54, inertia 23900.3424322
start iteration
done sorting
end inner loop
Iteration 55, inertia 23900.2207547
start iteration
done sorting
end inner loop
Iteration 56, inertia 23900.1800708
start iteration
done sorting
end inner loop
Iteration 57, inertia 23900.1545953
start iteration
done sorting
end inner loop
Iteration 58, inertia 23900.1545953
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26633.2941786
start iteration
done sorting
end inner loop
Iteration 1, inertia 25565.8681567
start iteration
done sorting
end inner loop
Iteration 2, inertia 25091.4405743
start iteration
done sorting
end inner loop
Iteration 3, inertia 24847.2606574
start iteration
done sorting
end inner loop
Iteration 4, inertia 24649.523869
start iteration
done sorting
end inner loop
Iteration 5, inertia 24532.2599384
start iteration
done sorting
end inner loop
Iteration 6, inertia 24445.5919231
start iteration
done sorting
end inner loop
Iteration 7, inertia 24385.254077
start iteration
done sorting
end inner loop
Iteration 8, inertia 24346.3785979
start iteration
done sorting
end inner loop
Iteration 9, inertia 24311.5474862
start iteration
done sorting
end inner loop
Iteration 10, inertia 24279.7432447
start iteration
done sorting
end inner loop
Iteration 11, inertia 24252.9220654
start iteration
done sorting
end inner loop
Iteration 12, inertia 24238.6901315
start iteration
done sorting
end inner loop
Iteration 13, inertia 24227.6769271
start iteration
done sorting
end inner loop
Iteration 14, inertia 24216.0106047
start iteration
done sorting
end inner loop
Iteration 15, inertia 24205.5946387
start iteration
done sorting
end inner loop
Iteration 16, inertia 24197.6541984
start iteration
done sorting
end inner loop
Iteration 17, inertia 24191.8261452
start iteration
done sorting
end inner loop
Iteration 18, inertia 24185.2206615
start iteration
done sorting
end inner loop
Iteration 19, inertia 24179.7241543
start iteration
done sorting
end inner loop
Iteration 20, inertia 24174.6583381
start iteration
done sorting
end inner loop
Iteration 21, inertia 24168.4003697
start iteration
done sorting
end inner loop
Iteration 22, inertia 24163.0752138
start iteration
done sorting
end inner loop
Iteration 23, inertia 24157.3312575
start iteration
done sorting
end inner loop
Iteration 24, inertia 24149.5119928
start iteration
done sorting
end inner loop
Iteration 25, inertia 24141.8866237
start iteration
done sorting
end inner loop
Iteration 26, inertia 24131.4471758
start iteration
done sorting
end inner loop
Iteration 27, inertia 24119.3858954
start iteration
done sorting
end inner loop
Iteration 28, inertia 24107.6996854
start iteration
done sorting
end inner loop
Iteration 29, inertia 24098.392178
start iteration
done sorting
end inner loop
Iteration 30, inertia 24074.8436452
start iteration
done sorting
end inner loop
Iteration 31, inertia 24056.902591
start iteration
done sorting
end inner loop
Iteration 32, inertia 24045.3298828
start iteration
done sorting
end inner loop
Iteration 33, inertia 24038.0137161
start iteration
done sorting
end inner loop
Iteration 34, inertia 24031.2231207
start iteration
done sorting
end inner loop
Iteration 35, inertia 24022.7481063
start iteration
done sorting
end inner loop
Iteration 36, inertia 24009.4500536
start iteration
done sorting
end inner loop
Iteration 37, inertia 23995.8915637
start iteration
done sorting
end inner loop
Iteration 38, inertia 23986.5957627
start iteration
done sorting
end inner loop
Iteration 39, inertia 23979.0967671
start iteration
done sorting
end inner loop
Iteration 40, inertia 23973.8900546
start iteration
done sorting
end inner loop
Iteration 41, inertia 23970.8042923
start iteration
done sorting
end inner loop
Iteration 42, inertia 23969.7450442
start iteration
done sorting
end inner loop
Iteration 43, inertia 23969.0896321
start iteration
done sorting
end inner loop
Iteration 44, inertia 23968.965311
start iteration
done sorting
end inner loop
Iteration 45, inertia 23968.965311
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.054
Number of clusters: 41

Silhouette Coefficient: 0.033
Number of clusters: 14

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26091.6858536
start iteration
done sorting
end inner loop
Iteration 1, inertia 24947.4274807
start iteration
done sorting
end inner loop
Iteration 2, inertia 24486.2562834
start iteration
done sorting
end inner loop
Iteration 3, inertia 24265.8791318
start iteration
done sorting
end inner loop
Iteration 4, inertia 24142.9344491
start iteration
done sorting
end inner loop
Iteration 5, inertia 24052.1382979
start iteration
done sorting
end inner loop
Iteration 6, inertia 23970.6105023
start iteration
done sorting
end inner loop
Iteration 7, inertia 23927.2204745
start iteration
done sorting
end inner loop
Iteration 8, inertia 23900.5076065
start iteration
done sorting
end inner loop
Iteration 9, inertia 23886.4323774
start iteration
done sorting
end inner loop
Iteration 10, inertia 23874.5204035
start iteration
done sorting
end inner loop
Iteration 11, inertia 23866.4308917
start iteration
done sorting
end inner loop
Iteration 12, inertia 23858.9509111
start iteration
done sorting
end inner loop
Iteration 13, inertia 23854.3689426
start iteration
done sorting
end inner loop
Iteration 14, inertia 23850.8386089
start iteration
done sorting
end inner loop
Iteration 15, inertia 23847.5767163
start iteration
done sorting
end inner loop
Iteration 16, inertia 23845.7592018
start iteration
done sorting
end inner loop
Iteration 17, inertia 23844.7295022
start iteration
done sorting
end inner loop
Iteration 18, inertia 23843.0699485
start iteration
done sorting
end inner loop
Iteration 19, inertia 23840.1111356
start iteration
done sorting
end inner loop
Iteration 20, inertia 23835.0541889
start iteration
done sorting
end inner loop
Iteration 21, inertia 23830.4936176
start iteration
done sorting
end inner loop
Iteration 22, inertia 23827.0345337
start iteration
done sorting
end inner loop
Iteration 23, inertia 23822.4192138
start iteration
done sorting
end inner loop
Iteration 24, inertia 23819.164237
start iteration
done sorting
end inner loop
Iteration 25, inertia 23816.9707507
start iteration
done sorting
end inner loop
Iteration 26, inertia 23816.1296247
start iteration
done sorting
end inner loop
Iteration 27, inertia 23815.6342133
start iteration
done sorting
end inner loop
Iteration 28, inertia 23814.6187972
start iteration
done sorting
end inner loop
Iteration 29, inertia 23814.5433367
start iteration
done sorting
end inner loop
Iteration 30, inertia 23814.4993715
start iteration
done sorting
end inner loop
Iteration 31, inertia 23814.4993715
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.046
Number of clusters: 39

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26289.6240466
start iteration
done sorting
end inner loop
Iteration 1, inertia 25165.3732947
start iteration
done sorting
end inner loop
Iteration 2, inertia 24636.2383094
start iteration
done sorting
end inner loop
Iteration 3, inertia 24359.8775792
start iteration
done sorting
end inner loop
Iteration 4, inertia 24194.9796566
start iteration
done sorting
end inner loop
Iteration 5, inertia 24098.2301443
start iteration
done sorting
end inner loop
Iteration 6, inertia 24034.1057901
start iteration
done sorting
end inner loop
Iteration 7, inertia 23985.0918997
start iteration
done sorting
end inner loop
Iteration 8, inertia 23960.5742187
start iteration
done sorting
end inner loop
Iteration 9, inertia 23945.3529256
start iteration
done sorting
end inner loop
Iteration 10, inertia 23932.2270367
start iteration
done sorting
end inner loop
Iteration 11, inertia 23916.1417982
start iteration
done sorting
end inner loop
Iteration 12, inertia 23904.0836055
start iteration
done sorting
end inner loop
Iteration 13, inertia 23894.4634874
start iteration
done sorting
end inner loop
Iteration 14, inertia 23878.8641926
start iteration
done sorting
end inner loop
Iteration 15, inertia 23866.8151826
start iteration
done sorting
end inner loop
Iteration 16, inertia 23853.0708724
start iteration
done sorting
end inner loop
Iteration 17, inertia 23839.5402746
start iteration
done sorting
end inner loop
Iteration 18, inertia 23827.4929204
start iteration
done sorting
end inner loop
Iteration 19, inertia 23816.3187512
start iteration
done sorting
end inner loop
Iteration 20, inertia 23805.0815524
start iteration
done sorting
end inner loop
Iteration 21, inertia 23798.7878731
start iteration
done sorting
end inner loop
Iteration 22, inertia 23796.0388227
start iteration
done sorting
end inner loop
Iteration 23, inertia 23790.2128295
start iteration
done sorting
end inner loop
Iteration 24, inertia 23784.4619401
start iteration
done sorting
end inner loop
Iteration 25, inertia 23780.5031848
start iteration
done sorting
end inner loop
Iteration 26, inertia 23775.3031624
start iteration
done sorting
end inner loop
Iteration 27, inertia 23772.7876784
start iteration
done sorting
end inner loop
Iteration 28, inertia 23771.3175701
start iteration
done sorting
end inner loop
Iteration 29, inertia 23770.3646385
start iteration
done sorting
end inner loop
Iteration 30, inertia 23769.2546239
start iteration
done sorting
end inner loop
Iteration 31, inertia 23768.2112982
start iteration
done sorting
end inner loop
Iteration 32, inertia 23767.1629835
start iteration
done sorting
end inner loop
Iteration 33, inertia 23765.9463058
start iteration
done sorting
end inner loop
Iteration 34, inertia 23764.1683081
start iteration
done sorting
end inner loop
Iteration 35, inertia 23763.112861
start iteration
done sorting
end inner loop
Iteration 36, inertia 23762.3131374
start iteration
done sorting
end inner loop
Iteration 37, inertia 23761.8756302
start iteration
done sorting
end inner loop
Iteration 38, inertia 23761.4347658
start iteration
done sorting
end inner loop
Iteration 39, inertia 23761.1774613
start iteration
done sorting
end inner loop
Iteration 40, inertia 23760.032432
start iteration
done sorting
end inner loop
Iteration 41, inertia 23759.6828646
start iteration
done sorting
end inner loop
Iteration 42, inertia 23759.5855653
start iteration
done sorting
end inner loop
Iteration 43, inertia 23758.1850309
start iteration
done sorting
end inner loop
Iteration 44, inertia 23756.7934706
start iteration
done sorting
end inner loop
Iteration 45, inertia 23754.2083352
start iteration
done sorting
end inner loop
Iteration 46, inertia 23751.3619113
start iteration
done sorting
end inner loop
Iteration 47, inertia 23749.2200353
start iteration
done sorting
end inner loop
Iteration 48, inertia 23745.6675137
start iteration
done sorting
end inner loop
Iteration 49, inertia 23743.435952
start iteration
done sorting
end inner loop
Iteration 50, inertia 23743.3300392
start iteration
done sorting
end inner loop
Iteration 51, inertia 23743.3300392
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.045
Number of clusters: 42

Silhouette Coefficient: 0.029
Number of clusters: 42

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26608.5425246
start iteration
done sorting
end inner loop
Iteration 1, inertia 25353.7701692
start iteration
done sorting
end inner loop
Iteration 2, inertia 24827.9141479
start iteration
done sorting
end inner loop
Iteration 3, inertia 24568.2563356
start iteration
done sorting
end inner loop
Iteration 4, inertia 24414.1008054
start iteration
done sorting
end inner loop
Iteration 5, inertia 24307.1143577
start iteration
done sorting
end inner loop
Iteration 6, inertia 24230.7599766
start iteration
done sorting
end inner loop
Iteration 7, inertia 24175.6018038
start iteration
done sorting
end inner loop
Iteration 8, inertia 24135.1805615
start iteration
done sorting
end inner loop
Iteration 9, inertia 24106.0347073
start iteration
done sorting
end inner loop
Iteration 10, inertia 24089.0222068
start iteration
done sorting
end inner loop
Iteration 11, inertia 24070.7365395
start iteration
done sorting
end inner loop
Iteration 12, inertia 24051.6460948
start iteration
done sorting
end inner loop
Iteration 13, inertia 24031.4124218
start iteration
done sorting
end inner loop
Iteration 14, inertia 24014.1380274
start iteration
done sorting
end inner loop
Iteration 15, inertia 24000.4479659
start iteration
done sorting
end inner loop
Iteration 16, inertia 23990.3588498
start iteration
done sorting
end inner loop
Iteration 17, inertia 23984.81992
start iteration
done sorting
end inner loop
Iteration 18, inertia 23979.6330652
start iteration
done sorting
end inner loop
Iteration 19, inertia 23972.8296849
start iteration
done sorting
end inner loop
Iteration 20, inertia 23964.3816926
start iteration
done sorting
end inner loop
Iteration 21, inertia 23955.9541168
start iteration
done sorting
end inner loop
Iteration 22, inertia 23940.6828696
start iteration
done sorting
end inner loop
Iteration 23, inertia 23927.5139181
start iteration
done sorting
end inner loop
Iteration 24, inertia 23913.9486606
start iteration
done sorting
end inner loop
Iteration 25, inertia 23902.9308941
start iteration
done sorting
end inner loop
Iteration 26, inertia 23895.3835738
start iteration
done sorting
end inner loop
Iteration 27, inertia 23889.1428272
start iteration
done sorting
end inner loop
Iteration 28, inertia 23881.1014039
start iteration
done sorting
end inner loop
Iteration 29, inertia 23873.9208178
start iteration
done sorting
end inner loop
Iteration 30, inertia 23870.4120739
start iteration
done sorting
end inner loop
Iteration 31, inertia 23868.4276813
start iteration
done sorting
end inner loop
Iteration 32, inertia 23866.794186
start iteration
done sorting
end inner loop
Iteration 33, inertia 23863.7405373
start iteration
done sorting
end inner loop
Iteration 34, inertia 23861.1603791
start iteration
done sorting
end inner loop
Iteration 35, inertia 23855.8657416
start iteration
done sorting
end inner loop
Iteration 36, inertia 23850.2092348
start iteration
done sorting
end inner loop
Iteration 37, inertia 23847.4246016
start iteration
done sorting
end inner loop
Iteration 38, inertia 23845.4165541
start iteration
done sorting
end inner loop
Iteration 39, inertia 23844.8616023
start iteration
done sorting
end inner loop
Iteration 40, inertia 23843.0727459
start iteration
done sorting
end inner loop
Iteration 41, inertia 23842.7909471
start iteration
done sorting
end inner loop
Iteration 42, inertia 23842.520453
start iteration
done sorting
end inner loop
Iteration 43, inertia 23842.520453
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26734.2151508
start iteration
done sorting
end inner loop
Iteration 1, inertia 25534.284471
start iteration
done sorting
end inner loop
Iteration 2, inertia 24973.7580224
start iteration
done sorting
end inner loop
Iteration 3, inertia 24693.3347255
start iteration
done sorting
end inner loop
Iteration 4, inertia 24511.3895782
start iteration
done sorting
end inner loop
Iteration 5, inertia 24393.4464359
start iteration
done sorting
end inner loop
Iteration 6, inertia 24314.4448231
start iteration
done sorting
end inner loop
Iteration 7, inertia 24256.9668504
start iteration
done sorting
end inner loop
Iteration 8, inertia 24211.6339001
start iteration
done sorting
end inner loop
Iteration 9, inertia 24181.8042587
start iteration
done sorting
end inner loop
Iteration 10, inertia 24152.7091709
start iteration
done sorting
end inner loop
Iteration 11, inertia 24130.5901503
start iteration
done sorting
end inner loop
Iteration 12, inertia 24110.8264079
start iteration
done sorting
end inner loop
Iteration 13, inertia 24100.6316949
start iteration
done sorting
end inner loop
Iteration 14, inertia 24087.5707854
start iteration
done sorting
end inner loop
Iteration 15, inertia 24078.6565034
start iteration
done sorting
end inner loop
Iteration 16, inertia 24071.6167328
start iteration
done sorting
end inner loop
Iteration 17, inertia 24064.4302683
start iteration
done sorting
end inner loop
Iteration 18, inertia 24056.7867056
start iteration
done sorting
end inner loop
Iteration 19, inertia 24050.9470398
start iteration
done sorting
end inner loop
Iteration 20, inertia 24043.8952433
start iteration
done sorting
end inner loop
Iteration 21, inertia 24035.5744361
start iteration
done sorting
end inner loop
Iteration 22, inertia 24027.1505885
start iteration
done sorting
end inner loop
Iteration 23, inertia 24020.1763238
start iteration
done sorting
end inner loop
Iteration 24, inertia 24014.2777289
start iteration
done sorting
end inner loop
Iteration 25, inertia 24009.506614
start iteration
done sorting
end inner loop
Iteration 26, inertia 24004.5023216
start iteration
done sorting
end inner loop
Iteration 27, inertia 23999.810273
start iteration
done sorting
end inner loop
Iteration 28, inertia 23995.1406103
start iteration
done sorting
end inner loop
Iteration 29, inertia 23990.8106251
start iteration
done sorting
end inner loop
Iteration 30, inertia 23987.5991678
start iteration
done sorting
end inner loop
Iteration 31, inertia 23984.7330523
start iteration
done sorting
end inner loop
Iteration 32, inertia 23983.0465476
start iteration
done sorting
end inner loop
Iteration 33, inertia 23982.2340003
start iteration
done sorting
end inner loop
Iteration 34, inertia 23980.6609751
start iteration
done sorting
end inner loop
Iteration 35, inertia 23979.2197429
start iteration
done sorting
end inner loop
Iteration 36, inertia 23977.0463197
start iteration
done sorting
end inner loop
Iteration 37, inertia 23975.5862776
start iteration
done sorting
end inner loop
Iteration 38, inertia 23973.7820578
start iteration
done sorting
end inner loop
Iteration 39, inertia 23971.7688009
start iteration
done sorting
end inner loop
Iteration 40, inertia 23970.088341
start iteration
done sorting
end inner loop
Iteration 41, inertia 23968.9772516
start iteration
done sorting
end inner loop
Iteration 42, inertia 23967.6959498
start iteration
done sorting
end inner loop
Iteration 43, inertia 23966.9457747
start iteration
done sorting
end inner loop
Iteration 44, inertia 23966.3912087
start iteration
done sorting
end inner loop
Iteration 45, inertia 23965.9870388
start iteration
done sorting
end inner loop
Iteration 46, inertia 23965.4695594
start iteration
done sorting
end inner loop
Iteration 47, inertia 23965.2164021
start iteration
done sorting
end inner loop
Iteration 48, inertia 23964.8268507
start iteration
done sorting
end inner loop
Iteration 49, inertia 23964.605345
start iteration
done sorting
end inner loop
Iteration 50, inertia 23964.1696789
start iteration
done sorting
end inner loop
Iteration 51, inertia 23963.9571817
start iteration
done sorting
end inner loop
Iteration 52, inertia 23963.7654641
start iteration
done sorting
end inner loop
Iteration 53, inertia 23962.8470036
start iteration
done sorting
end inner loop
Iteration 54, inertia 23962.1893633
start iteration
done sorting
end inner loop
Iteration 55, inertia 23961.785524
start iteration
done sorting
end inner loop
Iteration 56, inertia 23961.1661759
start iteration
done sorting
end inner loop
Iteration 57, inertia 23960.4111034
start iteration
done sorting
end inner loop
Iteration 58, inertia 23958.886874
start iteration
done sorting
end inner loop
Iteration 59, inertia 23958.6081665
start iteration
done sorting
end inner loop
Iteration 60, inertia 23958.5427504
start iteration
done sorting
end inner loop
Iteration 61, inertia 23958.4186426
start iteration
done sorting
end inner loop
Iteration 62, inertia 23958.4186426
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.067
Number of clusters: 43

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26373.1170467
start iteration
done sorting
end inner loop
Iteration 1, inertia 25106.2407241
start iteration
done sorting
end inner loop
Iteration 2, inertia 24558.1234951
start iteration
done sorting
end inner loop
Iteration 3, inertia 24313.8415435
start iteration
done sorting
end inner loop
Iteration 4, inertia 24175.097677
start iteration
done sorting
end inner loop
Iteration 5, inertia 24088.2571428
start iteration
done sorting
end inner loop
Iteration 6, inertia 24016.698758
start iteration
done sorting
end inner loop
Iteration 7, inertia 23959.5566907
start iteration
done sorting
end inner loop
Iteration 8, inertia 23921.8716831
start iteration
done sorting
end inner loop
Iteration 9, inertia 23894.7565856
start iteration
done sorting
end inner loop
Iteration 10, inertia 23879.0899254
start iteration
done sorting
end inner loop
Iteration 11, inertia 23869.0112358
start iteration
done sorting
end inner loop
Iteration 12, inertia 23863.1283472
start iteration
done sorting
end inner loop
Iteration 13, inertia 23856.9297485
start iteration
done sorting
end inner loop
Iteration 14, inertia 23851.5311975
start iteration
done sorting
end inner loop
Iteration 15, inertia 23848.8697735
start iteration
done sorting
end inner loop
Iteration 16, inertia 23846.0356837
start iteration
done sorting
end inner loop
Iteration 17, inertia 23841.7873626
start iteration
done sorting
end inner loop
Iteration 18, inertia 23837.4909572
start iteration
done sorting
end inner loop
Iteration 19, inertia 23832.9530898
start iteration
done sorting
end inner loop
Iteration 20, inertia 23829.42267
start iteration
done sorting
end inner loop
Iteration 21, inertia 23826.7645607
start iteration
done sorting
end inner loop
Iteration 22, inertia 23824.1859815
start iteration
done sorting
end inner loop
Iteration 23, inertia 23823.0656258
start iteration
done sorting
end inner loop
Iteration 24, inertia 23822.3125267
start iteration
done sorting
end inner loop
Iteration 25, inertia 23821.8063307
start iteration
done sorting
end inner loop
Iteration 26, inertia 23821.3102187
start iteration
done sorting
end inner loop
Iteration 27, inertia 23820.8342967
start iteration
done sorting
end inner loop
Iteration 28, inertia 23820.6352698
start iteration
done sorting
end inner loop
Iteration 29, inertia 23820.4875528
start iteration
done sorting
end inner loop
Iteration 30, inertia 23820.1729669
start iteration
done sorting
end inner loop
Iteration 31, inertia 23819.5215681
start iteration
done sorting
end inner loop
Iteration 32, inertia 23818.9650734
start iteration
done sorting
end inner loop
Iteration 33, inertia 23818.5951425
start iteration
done sorting
end inner loop
Iteration 34, inertia 23818.1217691
start iteration
done sorting
end inner loop
Iteration 35, inertia 23817.8149407
start iteration
done sorting
end inner loop
Iteration 36, inertia 23817.5512162
start iteration
done sorting
end inner loop
Iteration 37, inertia 23817.2262522
start iteration
done sorting
end inner loop
Iteration 38, inertia 23817.0611997
start iteration
done sorting
end inner loop
Iteration 39, inertia 23817.0611997
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.047
Number of clusters: 40

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25745.0059181
start iteration
done sorting
end inner loop
Iteration 1, inertia 24836.4885396
start iteration
done sorting
end inner loop
Iteration 2, inertia 24467.1082638
start iteration
done sorting
end inner loop
Iteration 3, inertia 24281.5993398
start iteration
done sorting
end inner loop
Iteration 4, inertia 24171.2481794
start iteration
done sorting
end inner loop
Iteration 5, inertia 24096.2594847
start iteration
done sorting
end inner loop
Iteration 6, inertia 24051.5162307
start iteration
done sorting
end inner loop
Iteration 7, inertia 24011.6495431
start iteration
done sorting
end inner loop
Iteration 8, inertia 23978.8355313
start iteration
done sorting
end inner loop
Iteration 9, inertia 23956.1209454
start iteration
done sorting
end inner loop
Iteration 10, inertia 23934.5583762
start iteration
done sorting
end inner loop
Iteration 11, inertia 23918.6053383
start iteration
done sorting
end inner loop
Iteration 12, inertia 23906.8361682
start iteration
done sorting
end inner loop
Iteration 13, inertia 23893.7276576
start iteration
done sorting
end inner loop
Iteration 14, inertia 23884.5428479
start iteration
done sorting
end inner loop
Iteration 15, inertia 23879.4414148
start iteration
done sorting
end inner loop
Iteration 16, inertia 23876.3432762
start iteration
done sorting
end inner loop
Iteration 17, inertia 23874.3146265
start iteration
done sorting
end inner loop
Iteration 18, inertia 23872.8822392
start iteration
done sorting
end inner loop
Iteration 19, inertia 23871.265546
start iteration
done sorting
end inner loop
Iteration 20, inertia 23869.3585023
start iteration
done sorting
end inner loop
Iteration 21, inertia 23867.7207387
start iteration
done sortSilhouette Coefficient: -0.045
Number of clusters: 44

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 128998.841881
start iteration
done sorting
end inner loop
Iteration 1, inertia 115958.548531
start iteration
done sorting
end inner loop
Iteration 2, inertia 113472.337772
start iteration
done sorting
end inner loop
Iteration 3, inertia 112634.79666
start iteration
done sorting
end inner loop
Iteration 4, inertia 112146.044086
start iteration
done sorting
end inner loop
Iteration 5, inertia 111866.954216
start iteration
done sorting
end inner loop
Iteration 6, inertia 111647.936443
start iteration
done sorting
end inner loop
Iteration 7, inertia 111374.162406
start iteration
done sorting
end inner loop
Iteration 8, inertia 111246.454276
start iteration
done sorting
end inner loop
Iteration 9, inertia 111186.950307
start iteration
done sorting
end inner loop
Iteration 10, inertia 111147.867667
start iteration
done sorting
end inner loop
Iteration 11, inertia 111111.538015
start iteration
done sorting
end inner loop
Iteration 12, inertia 111077.916017
start iteration
done sorting
end inner loop
Iteration 13, inertia 111040.492566
start iteration
done sorting
end inner loop
Iteration 14, inertia 110987.710799
start iteration
done sorting
end inner loop
Iteration 15, inertia 110904.515802
start iteration
done sorting
end inner loop
Iteration 16, inertia 110805.394162
start iteration
done sorting
end inner loop
Iteration 17, inertia 110752.14298
start iteration
done sorting
end inner loop
Iteration 18, inertia 110712.012227
start iteration
done sorting
end inner loop
Iteration 19, inertia 110676.639601
start iteration
done sorting
end inner loop
Iteration 20, inertia 110636.281736
start iteration
done sorting
end inner loop
Iteration 21, inertia 110581.476597
start iteration
done sorting
end inner loop
Iteration 22, inertia 110519.178651
start iteration
done sorting
end inner loop
Iteration 23, inertia 110448.941951
start iteration
done sorting
end inner loop
Iteration 24, inertia 110379.52877
start iteration
done sorting
end inner loop
Iteration 25, inertia 110279.750863
start iteration
done sorting
end inner loop
Iteration 26, inertia 110176.522204
start iteration
done sorting
end inner loop
Iteration 27, inertia 110082.808755
start iteration
done sorting
end inner loop
Iteration 28, inertia 110017.365374
start iteration
done sorting
end inner loop
Iteration 29, inertia 109969.929138
start iteration
done sorting
end inner loop
Iteration 30, inertia 109928.280352
start iteration
done sorting
end inner loop
Iteration 31, inertia 109887.395149
start iteration
done sorting
end inner loop
Iteration 32, inertia 109851.731057
start iteration
done sorting
end inner loop
Iteration 33, inertia 109831.857175
start iteration
done sorting
end inner loop
Iteration 34, inertia 109815.242182
start iteration
done sorting
end inner loop
Iteration 35, inertia 109803.272131
start iteration
done sorting
end inner loop
Iteration 36, inertia 109792.979952
start iteration
done sorting
end inner loop
Iteration 37, inertia 109780.379252
start iteration
done sorting
end inner loop
Iteration 38, inertia 109760.624747
start iteration
done sorting
end inner loop
Iteration 39, inertia 109736.903
start iteration
done sorting
end inner loop
Iteration 40, inertia 109709.923223
start iteration
done sorting
end inner loop
Iteration 41, inertia 109683.054581
start iteration
done sorting
end inner loop
Iteration 42, inertia 109651.909322
start iteration
done sorting
end inner loop
Iteration 43, inertia 109601.024094
start iteration
done sorting
end inner loop
Iteration 44, inertia 109508.85367
start iteration
done sorting
end inner loop
Iteration 45, inertia 109266.701123
start iteration
done sorting
end inner loop
Iteration 46, inertia 108916.358183
start iteration
done sorting
end inner loop
Iteration 47, inertia 108837.989562
start iteration
done sorting
end inner loop
Iteration 48, inertia 108824.773583
start iteration
done sorting
end inner loop
Iteration 49, inertia 108819.985704
start iteration
done sorting
end inner loop
Iteration 50, inertia 108818.724665
start iteration
done sorting
end inner loop
Iteration 51, inertia 108818.00372
start iteration
done sorting
end inner loop
Iteration 52, inertia 108817.634888
start iteration
done sorting
end inner loop
Iteration 53, inertia 108817.473782
start iteration
done sorting
end inner loop
Iteration 54, inertia 108817.438937
start iteration
done sorting
end inner loop
Iteration 55, inertia 108817.394777
start iteration
done sorting
end inner loop
Iteration 56, inertia 108817.35042
start iteration
done sorting
end inner loop
Iteration 57, inertia 108817.085351
start iteration
done sorting
end inner loop
Iteration 58, inertia 108816.462688
start iteration
done sorting
end inner loop
Iteration 59, inertia 108816.186118
start iteration
done sorting
end inner loop
Iteration 60, inertia 108816.016922
start iteration
done sorting
end inner loop
Iteration 61, inertia 108815.882599
start iteration
done sorting
end inner loop
Iteration 62, inertia 108815.822933
start iteration
done sorting
end inner loop
Iteration 63, inertia 108815.812999
start iteration
done sorting
end inner loop
Iteration 64, inertia 108815.812999
center shift 0.000000e+00 within tolerance 2.688779e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25742.7271232
start iteration
done sorting
end inner loop
Iteration 1, inertia 24814.1410054
start iteration
done sorting
end inner loop
Iteration 2, inertia 24448.7135579
start iteration
done sorting
end inner loop
Iteration 3, inertia 24218.6831049
start iteration
done sorting
end inner loop
Iteration 4, inertia 24076.5371946
start iteration
done sorting
end inner loop
Iteration 5, inertia 23983.2682011
start iteration
done sorting
end inner loop
Iteration 6, inertia 23920.6831721
start iteration
done sorting
end inner loop
Iteration 7, inertia 23879.194824
start iteration
done sorting
end inner loop
Iteration 8, inertia 23859.0256358
start iteration
done sorting
end inner loop
Iteration 9, inertia 23845.7262068
start iteration
done sorting
end inner loop
Iteration 10, inertia 23835.2624454
start iteration
done sorting
end inner loop
Iteration 11, inertia 23822.7708224
start iteration
done sorting
end inner loop
Iteration 12, inertia 23813.6248322
start iteration
done sorting
end inner loop
Iteration 13, inertia 23801.0472313
start iteration
done sorting
end inner loop
Iteration 14, inertia 23791.899433
start iteration
done sorting
end inner loop
Iteration 15, inertia 23781.6711491
start iteration
done sorting
end inner loop
Iteration 16, inertia 23775.2929705
start iteration
done sorting
end inner loop
Iteration 17, inertia 23767.8008623
start iteration
done sorting
end inner loop
Iteration 18, inertia 23761.7243091
start iteration
done sorting
end inner loop
Iteration 19, inertia 23757.6766133
start iteration
done sorting
end inner loop
Iteration 20, inertia 23754.8084543
start iteration
done sorting
end inner loop
Iteration 21, inertia 23753.5049055
start iteration
done sorting
end inner loop
Iteration 22, inertia 23752.8116899
start iteration
done sorting
end inner loop
Iteration 23, inertia 23752.0566141
start iteration
done sorting
end inner loop
Iteration 24, inertia 23750.9327463
start iteration
done sorting
end inner loop
Iteration 25, inertia 23748.5918719
start iteration
done sorting
end inner loop
Iteration 26, inertia 23747.1697474
start iteration
done sorting
end inner loop
Iteration 27, inertia 23746.402053
start iteration
done sorting
end inner loop
Iteration 28, inertia 23745.7139767
start iteration
done sorting
end inner loop
Iteration 29, inertia 23743.1436531
start iteration
done sorting
end inner loop
Iteration 30, inertia 23740.8986931
start iteration
done sorting
end inner loop
Iteration 31, inertia 23737.930273
start iteration
done sorting
end inner loop
Iteration 32, inertia 23737.3880679
start iteration
done sorting
end inner loop
Iteration 33, inertia 23736.640899
start iteration
done sorting
end inner loop
Iteration 34, inertia 23735.8492526
start iteration
done sorting
end inner loop
Iteration 35, inertia 2Silhouette Coefficient: -0.047
Number of clusters: 45

Silhouette Coefficient: -0.070
Number of clusters: 46

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25529.082406
start iteration
done sorting
end inner loop
Iteration 1, inertia 24697.7315181
start iteration
done sorting
end inner loop
Iteration 2, inertia 24340.0921552
start iteration
done sorting
end inner loop
Iteration 3, inertia 24138.1289141
start iteration
done sorting
end inner loop
Iteration 4, inertia 23991.0570404
start iteration
done sorting
end inner loop
Iteration 5, inertia 23875.9617073
start iteration
done sorting
end inner loop
Iteration 6, inertia 23817.842563
start iteration
done sorting
end inner loop
Iteration 7, inertia 23785.0450478
start iteration
done sorting
end inner loop
Iteration 8, inertia 23753.3484157
start iteration
done sorting
end inner loop
Iteration 9, inertia 23730.2828561
start iteration
done sorting
end inner loop
Iteration 10, inertia 23713.4496145
start iteration
done sorting
end inner loop
Iteration 11, inertia 23695.2206777
start iteration
done sorting
end inner loop
Iteration 12, inertia 23675.9948459
start iteration
done sorting
end inner loop
Iteration 13, inertia 23660.9150222
start iteration
done sorting
end inner loop
Iteration 14, inertia 23649.0595638
start iteration
done sorting
end inner loop
Iteration 15, inertia 23634.4984185
start iteration
done sorting
end inner loop
Iteration 16, inertia 23626.6401119
start iteration
done sorting
end inner loop
Iteration 17, inertia 23622.0876565
start iteration
done sorting
end inner loop
Iteration 18, inertia 23616.0159385
start iteration
done sorting
end inner loop
Iteration 19, inertia 23613.3380322
start iteration
done sorting
end inner loop
Iteration 20, inertia 23610.6545863
start iteration
done sorting
end inner loop
Iteration 21, inertia 23608.5364505
start iteration
done sorting
end inner loop
Iteration 22, inertia 23606.0051087
start iteration
done sorting
end inner loop
Iteration 23, inertia 23604.6710665
start iteration
done sorting
end inner loop
Iteration 24, inertia 23603.7159393
start iteration
done sorting
end inner loop
Iteration 25, inertia 23603.026711
start iteration
done sorting
end inner loop
Iteration 26, inertia 23601.8387058
start iteration
done sorting
end inner loop
Iteration 27, inertia 23599.8628212
start iteration
done sorting
end inner loop
Iteration 28, inertia 23597.7919095
start iteration
done sorting
end inner loop
Iteration 29, inertia 23597.2319812
start iteration
done sorting
end inner loop
Iteration 30, inertia 23596.4604546
start iteration
done sorting
end inner loop
Iteration 31, inertia 23595.5678231
start iteration
done sorting
end inner loop
Iteration 32, inertia 23594.7713577
start iteration
done sorting
end inner loop
Iteration 33, inertia 23594.7713577
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25909.8931373
start iteration
done sorting
end inner loop
Iteration 1, inertia 24803.7512688
start iteration
done sorting
end inner loop
Iteration 2, inertia 24354.6040079
start iteration
done sorting
end inner loop
Iteration 3, inertia 24100.0400937
start iteration
done sorting
end inner loop
Iteration 4, inertia 23954.7696814
start iteration
done sorting
end inner loop
Iteration 5, inertia 23867.9289872
start iteration
done sorting
end inner loop
Iteration 6, inertia 23810.1338697
start iteration
done sorting
end inner loop
Iteration 7, inertia 23767.5249622
start iteration
done sorting
end inner loop
Iteration 8, inertia 23731.1607216
start iteration
done sorting
end inner loop
Iteration 9, inertia 23702.3382163
start iteration
done sorting
end inner loop
Iteration 10, inertia 23680.6758887
start iteration
done sorting
end inner loop
Iteration 11, inertia 23662.180793
start iteration
done sorting
end inner loop
Iteration 12, inertia 23647.7482264
start iteration
done sorting
end inner loop
Iteration 13, inertia 23638.9714615
start iteration
done sorting
end inner loop
Iteration 14, inertia 23630.062335
start iteration
done sorting
end inner loop
Iteration 15, inertia 23618.8936004
start iteration
done sorting
end inner loop
Iteration 16, inertia 23607.4804576
start iteration
done sorting
end inner loop
Iteration 17, inertia 23596.0643955
start iteration
done sorting
end inner loop
Iteration 18, inertia 23585.9907615
start iteration
done sorting
end inner loop
Iteration 19, inertia 23575.781671
start iteration
done sorting
end inner loop
Iteration 20, inertia 23569.6423513
start iteration
done sorting
end inner loop
Iteration 21, inertia 23563.9422382
start iteration
done sorting
end inner loop
Iteration 22, inertia 23558.7659942
start iteration
done sorting
end inner loop
Iteration 23, inertia 23550.3755134
start iteration
done sorting
end inner loop
Iteration 24, inertia 23544.6189755
start iteration
done sorting
end inner loop
Iteration 25, inertia 23541.2468709
start iteration
done sorting
end inner loop
Iteration 26, inertia 23538.8979584
start iteration
done sorting
end inner loop
Iteration 27, inertia 23536.2515641
start iteration
done sorting
end inner loop
Iteration 28, inertia 23531.5042634
start iteration
done sorting
end inner loop
Iteration 29, inertia 23525.7841477
start iteration
done sorting
end inner loop
Iteration 30, inertia 23519.9931485
start iteration
done sorting
end inner loop
Iteration 31, inertia 23512.8770918
start iteration
done sorting
end inner loop
Iteration 32, inertia 23510.7018966
start iteration
done sorting
end inner loop
Iteration 33, inertia 23508.6113953
start iteration
done sorting
end inner loop
Iteration 34, inertia 23507.311612
start iteration
done sorting
end inner loop
Iteration 35, inertia 23506.3686887
start iteration
done sorting
end inner loop
Iteration 36, inertia 23505.9073771
start iteration
done sorting
end inner loop
Iteration 37, inertia 23505.4199317
start iteration
done sorting
end inner loop
Iteration 38, inertia 23505.354146
start iteration
done sorting
end inner loop
Iteration 39, inertia 23505.0921967
start iteration
done sorting
end inner loop
Iteration 40, inertia 23505.039803
start iteration
done sorting
end inner loop
Iteration 41, inertia 23504.9153225
start iteration
done sorting
end inner loop
Iteration 42, inertia 23504.742103
start iteration
done sorting
end inner loop
Iteration 43, inertia 23504.6247617
start iteration
done sorting
end inner loop
Iteration 44, inertia 23504.1250693
start iteration
done sorting
end inner loop
Iteration 45, inertia 23504.1250693
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.069
Number of clusters: 47

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26085.7612815
start iteration
done sorting
end inner loop
Iteration 1, inertia 24777.8911799
start iteration
done sorting
end inner loop
Iteration 2, inertia 24244.9134953
start iteration
done sorting
end inner loop
Iteration 3, inertia 23959.2805518
start iteration
done sorting
end inner loop
Iteration 4, inertia 23794.3108584
start iteration
done sorting
end inner loop
Iteration 5, inertia 23682.7460985
start iteration
done sorting
end inner loop
Iteration 6, inertia 23614.0967492
start iteration
done sorting
end inner loop
Iteration 7, inertia 23570.1167795
start iteration
done sorting
end inner loop
Iteration 8, inertia 23547.5539732
start iteration
done sorting
end inner loop
Iteration 9, inertia 23534.3280295
start iteration
done sorting
end inner loop
Iteration 10, inertia 23520.7631216
start iteration
done sorting
end inner loop
Iteration 11, inertia 23502.9472463
start iteration
done sorting
end inner loop
Iteration 12, inertia 23485.673569
start iteration
done sorting
end inner loop
Iteration 13, inertia 23470.5082814
start iteration
done sorting
end inner loop
Iteration 14, inertia 23461.6370374
start iteration
done sorting
end inner loop
Iteration 15, inertia 23453.103195
start iteration
done sorting
end inner loop
Iteration 16, inertia 23447.080732
start iteration
done sorting
end inner loop
Iteration 17, inertia 23444.5157774
start iteration
done sorting
end inner loop
ItSilhouette Coefficient: 0.052
Number of clusters: 43

Silhouette Coefficient: -0.062
Number of clusters: 48

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26433.4877825
start iteration
done sorting
end inner loop
Iteration 1, inertia 25094.8492372
start iteration
done sorting
end inner loop
Iteration 2, inertia 24552.8696572
start iteration
done sorting
end inner loop
Iteration 3, inertia 24287.4531795
start iteration
done sorting
end inner loop
Iteration 4, inertia 24139.7859641
start iteration
done sorting
end inner loop
Iteration 5, inertia 24042.1868078
start iteration
done sorting
end inner loop
Iteration 6, inertia 23958.9253377
start iteration
done sorting
end inner loop
Iteration 7, inertia 23901.3285913
start iteration
done sorting
end inner loop
Iteration 8, inertia 23851.2824329
start iteration
done sorting
end inner loop
Iteration 9, inertia 23817.1930697
start iteration
done sorting
end inner loop
Iteration 10, inertia 23792.6299536
start iteration
done sorting
end inner loop
Iteration 11, inertia 23777.8339048
start iteration
done sorting
end inner loop
Iteration 12, inertia 23767.7513377
start iteration
done sorting
end inner loop
Iteration 13, inertia 23757.0764343
start iteration
done sorting
end inner loop
Iteration 14, inertia 23748.9661003
start iteration
done sorting
end inner loop
Iteration 15, inertia 23742.4888098
start iteration
done sorting
end inner loop
Iteration 16, inertia 23738.682415
start iteration
done sorting
end inner loop
Iteration 17, inertia 23733.8899224
start iteration
done sorting
end inner loop
Iteration 18, inertia 23730.5748019
start iteration
done sorting
end inner loop
Iteration 19, inertia 23727.1629398
start iteration
done sorting
end inner loop
Iteration 20, inertia 23725.1505807
start iteration
done sorting
end inner loop
Iteration 21, inertia 23723.8715578
start iteration
done sorting
end inner loop
Iteration 22, inertia 23723.6745139
start iteration
done sorting
end inner loop
Iteration 23, inertia 23723.1097922
start iteration
done sorting
end inner loop
Iteration 24, inertia 23721.7411877
start iteration
done sorting
end inner loop
Iteration 25, inertia 23721.0038174
start iteration
done sorting
end inner loop
Iteration 26, inertia 23720.4260248
start iteration
done sorting
end inner loop
Iteration 27, inertia 23720.1309719
start iteration
done sorting
end inner loop
Iteration 28, inertia 23719.8834673
start iteration
done sorting
end inner loop
Iteration 29, inertia 23719.788801
start iteration
done sorting
end inner loop
Iteration 30, inertia 23719.471621
start iteration
done sorting
end inner loop
Iteration 31, inertia 23719.471621
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.071
Number of clusters: 49

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26024.6988268
start iteration
done sorting
end inner loop
Iteration 1, inertia 24761.3888737
start iteration
done sorting
end inner loop
Iteration 2, inertia 24299.3757036
start iteration
done sorting
end inner loop
Iteration 3, inertia 24071.7715953
start iteration
done sorting
end inner loop
Iteration 4, inertia 23933.8375481
start iteration
done sorting
end inner loop
Iteration 5, inertia 23854.2146589
start iteration
done sorting
end inner loop
Iteration 6, inertia 23800.3182416
start iteration
done sorting
end inner loop
Iteration 7, inertia 23762.1544417
start iteration
done sorting
end inner loop
Iteration 8, inertia 23730.7394602
start iteration
done sorting
end inner loop
Iteration 9, inertia 23708.60699
start iteration
done sorting
end inner loop
Iteration 10, inertia 23691.9047216
start iteration
done sorting
end inner loop
Iteration 11, inertia 23678.1552442
start iteration
done sorting
end inner loop
Iteration 12, inertia 23667.0597222
start iteration
done sorting
end inner loop
Iteration 13, inertia 23654.509948
start iteration
done sorting
end inner loop
Iteration 14, inertia 23648.8079194
start iteration
done sorting
end inner loop
Iteration 15, inertia 23644.8356612
start iteration
done sorting
end inner loop
Iteration 16, inertia 23640.4925722
start iteration
done sorting
end inner loop
Iteration 17, inertia 23636.1984009
start iteration
done sorting
end inner loop
Iteration 18, inertia 23632.2120633
start iteration
done sorting
end inner loop
Iteration 19, inertia 23628.1849094
start iteration
done sorting
end inner loop
Iteration 20, inertia 23624.4121165
start iteration
done sorting
end inner loop
Iteration 21, inertia 23618.8017095
start iteration
done sorting
end inner loop
Iteration 22, inertia 23614.2764819
start iteration
done sorting
end inner loop
Iteration 23, inertia 23609.7795689
start iteration
done sorting
end inner loop
Iteration 24, inertia 23607.1642896
start iteration
done sorting
end inner loop
Iteration 25, inertia 23603.8513235
start iteration
done sorting
end inner loop
Iteration 26, inertia 23601.3828084
start iteration
done sorting
end inner loop
Iteration 27, inertia 23599.2278858
start iteration
done sorting
end inner loop
Iteration 28, inertia 23597.2885032
start iteration
done sorting
end inner loop
Iteration 29, inertia 23595.3932211
start iteration
done sorting
end inner loop
Iteration 30, inertia 23592.9496292
start iteration
done sorting
end inner loop
Iteration 31, inertia 23591.8382887
start iteration
done sorting
end inner loop
Iteration 32, inertia 23589.4268758
start iteration
done sorting
end inner loop
Iteration 33, inertia 23587.7611826
start iteration
done sorting
end inner loop
Iteration 34, inertia 23586.4652885
start iteration
done sorting
end inner loop
Iteration 35, inertia 23585.8540294
start iteration
done sorting
end inner loop
Iteration 36, inertia 23585.3891436
start iteration
done sorting
end inner loop
Iteration 37, inertia 23585.2023627
start iteration
done sorting
end inner loop
Iteration 38, inertia 23584.4296059
start iteration
done sorting
end inner loop
Iteration 39, inertia 23584.2830864
start iteration
done sorting
end inner loop
Iteration 40, inertia 23584.1307184
start iteration
done sorting
end inner loop
Iteration 41, inertia 23583.9036358
start iteration
done sorting
end inner loop
Iteration 42, inertia 23583.5784066
start iteration
done sorting
end inner loop
Iteration 43, inertia 23583.2139693
start iteration
done sorting
end inner loop
Iteration 44, inertia 23582.8611933
start iteration
done sorting
end inner loop
Iteration 45, inertia 23582.2632806
start iteration
done sorting
end inner loop
Iteration 46, inertia 23581.9794449
start iteration
done sorting
end inner loop
Iteration 47, inertia 23581.5603155
start iteration
done sorting
end inner loop
Iteration 48, inertia 23581.3105294
start iteration
done sorting
end inner loop
Iteration 49, inertia 23581.179587
start iteration
done sorting
end inner loop
Iteration 50, inertia 23581.179587
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25402.6439334
start iteration
done sorting
end inner loop
Iteration 1, inertia 24533.8108582
start iteration
done sorting
end inner loop
Iteration 2, inertia 24191.2868383
start iteration
done sorting
end inner loop
Iteration 3, inertia 23995.5313491
start iteration
done sorting
end inner loop
Iteration 4, inertia 23857.3992776
start iteration
done sorting
end inner loop
Iteration 5, inertia 23747.8621267
start iteration
done sorting
end inner loop
Iteration 6, inertia 23671.9316267
start iteration
done sorting
end inner loop
Iteration 7, inertia 23612.0726311
start iteration
done sorting
end inner loop
Iteration 8, inertia 23565.3488921
start iteration
done sorting
end inner loop
Iteration 9, inertia 23539.2330622
start iteration
done sorting
end inner loop
Iteration 10, inertia 23520.6900851
start iteration
done sorting
end inner loop
Iteration 11, inertia 23507.8702609
start iteration
done sorting
end inner loop
Iteration 12, inertia 23493.9362294
start iteration
done sorting
end inner loop
Iteration 13, inertia 23485.8830637
start iteration
done sorting
end inner loop
Iteration 14, inertia 23478.7004413
start iteration
done sorting
end inner loop
Iteration 15, inertia 23469.6041218
start iteration
done sorting
end inner loop
Iteration 16, inertia 23460.6829034
start iteration
done sorting
end inner loop
Iteration 17, inertia 23456.9042608
start iteration
done sorting
end inner loop
Iteration 18, inertia 23454.0284919
start iteration
done sorting
end inner loop
Iteration 19, inertia 23450.204259
start iteration
done sorting
end inner loop
Iteration 20, inertia 23446.5439928
start iteration
done sorting
end inner loop
Iteration 21, inertia 23442.7326296
start iteration
done sorting
end inner loop
Iteration 22, inertia 23438.9620535
start iteration
done sorting
end inner loop
Iteration 23, inertia 23435.8749484
start iteration
done sorting
end inner loop
Iteration 24, inertia 23433.7741478
start iteration
done sorting
end inner loop
Iteration 25, inertia 23431.1414514
start iteration
done sorting
end inner loop
Iteration 26, inertia 23429.5346627
start iteration
done sorting
end inner loop
Iteration 27, inertia 23428.6898732
start iteration
done sorting
end inner loop
Iteration 28, inertia 23428.2450519
start iteration
done sorting
end inner loop
Iteration 29, inertia 23427.5214429
start iteration
done sorting
end inner loop
Iteration 30, inertia 23426.6593157
start iteration
done sorting
end inner loop
Iteration 31, inertia 23426.1418085
start iteration
done sorting
end inner loop
Iteration 32, inertia 23425.5323377
start iteration
done sorting
end inner loop
Iteration 33, inertia 23425.5323377
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.057
Number of clusters: 50

Silhouette Coefficient: 0.045
Number of clusters: 15

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25513.9562973
start iteration
done sorting
end inner loop
Iteration 1, inertia 24464.6220579
start iteration
done sorting
end inner loop
Iteration 2, inertia 24090.9026869
start iteration
done sorting
end inner loop
Iteration 3, inertia 23866.2486505
start iteration
done sorting
end inner loop
Iteration 4, inertia 23718.7247866
start iteration
done sorting
end inner loop
Iteration 5, inertia 23624.6928811
start iteration
done sorting
end inner loop
Iteration 6, inertia 23556.4440734
start iteration
done sorting
end inner loop
Iteration 7, inertia 23500.5297882
start iteration
done sorting
end inner loop
Iteration 8, inertia 23458.9514308
start iteration
done sorting
end inner loop
Iteration 9, inertia 23430.1459445
start iteration
done sorting
end inner loop
Iteration 10, inertia 23416.0935416
start iteration
done sorting
end inner loop
Iteration 11, inertia 23404.4470382
start iteration
done sorting
end inner loop
Iteration 12, inertia 23392.7150899
start iteration
done sorting
end inner loop
Iteration 13, inertia 23376.881008
start iteration
done sorting
end inner loop
Iteration 14, inertia 23359.8554105
start iteration
done sorting
end inner loop
Iteration 15, inertia 23344.2375998
start iteration
done sorting
end inner loop
Iteration 16, inertia 23331.038686
start iteration
done sorting
end inner loop
Iteration 17, inertia 23322.5090883
start iteration
done sorting
end inner loop
Iteration 18, inertia 23315.394747
start iteration
done sorting
end inner loop
Iteration 19, inertia 23307.9148336
start iteration
done sorting
end inner loop
Iteration 20, inertia 23294.4838838
start iteration
done sorting
end inner loop
Iteration 21, inertia 23285.4542489
start iteration
done sorting
end inner loop
Iteration 22, inertia 23281.3525809
start iteration
done sorting
end inner loop
Iteration 23, inertia 23277.5780896
start iteration
done sorting
end inner loop
Iteration 24, inertia 23274.8006874
start iteration
done sorting
end inner loop
Iteration 25, inertia 23272.2028631
start iteration
done sorting
end inner loop
Iteration 26, inertia 23271.3516688
start iteration
done sorting
end inner loop
Iteration 27, inertia 23270.9098603
start iteration
done sorting
end inner loop
Iteration 28, inertia 23270.2226574
start iteration
done sorting
end inner loop
Iteration 29, inertia 23270.1884216
start iteration
done sorting
end inner loop
Iteration 30, inertia 23270.1884216
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26533.5856709
start iteration
done sorting
end inner loop
Iteration 1, inertia 25001.3130408
start iteration
done sorting
end inner loop
Iteration 2, inertia 24456.2090723
start iteration
done sorting
end inner loop
Iteration 3, inertia 24202.9817467
start iteration
done sorting
end inner loop
Iteration 4, inertia 24029.1878889
start iteration
done sorting
end inner loop
Iteration 5, inertia 23904.4717247
start iteration
done sorting
end inner loop
Iteration 6, inertia 23791.5433752
start iteration
done sorting
end inner loop
Iteration 7, inertia 23689.1368676
start iteration
done sorting
end inner loop
Iteration 8, inertia 23596.76422
start iteration
done sorting
end inner loop
Iteration 9, inertia 23533.1839116
start iteration
done sorting
end inner loop
Iteration 10, inertia 23491.9556055
start iteration
done sorting
end inner loop
Iteration 11, inertia 23468.8036239
start iteration
done sorting
end inner loop
Iteration 12, inertia 23453.0542642
start iteration
done sorting
end inner loop
Iteration 13, inertia 23436.3946175
start iteration
done sorting
end inner loop
Iteration 14, inertia 23423.9721786
start iteration
done sorting
end inner loop
Iteration 15, inertia 23409.6486768
start iteration
done sorting
end inner loop
Iteration 16, inertia 23399.5125031
start iteration
done sorting
end inner loop
Iteration 17, inertia 23391.8503615
start iteration
done sorting
end inner loop
Iteration 18, inertia 23385.2227313
start iteration
done sorting
end inner loop
Iteration 19, inertia 23379.5265418
start iteration
done sorting
end inner loop
Iteration 20, inertia 23375.6398629
start iteration
done sorting
end inner loop
Iteration 21, inertia 23372.8876994
start iteration
done sorting
end inner loop
Iteration 22, inertia 23370.1363039
start iteration
done sorting
end inner loop
Iteration 23, inertia 23367.150647
start iteration
done sorting
end inner loop
Iteration 24, inertia 23364.8337986
start iteration
done sorting
end inner loop
Iteration 25, inertia 23362.128026
start iteration
done sorting
end inner loop
Iteration 26, inertia 23357.182654
start iteration
done sorting
end inner loop
Iteration 27, inertia 23352.1643581
start iteration
done sorting
end inner loop
Iteration 28, inertia 23348.8770374
start iteration
done sorting
end inner loop
Iteration 29, inertia 23344.1307625
start iteration
done sorting
end inner loop
Iteration 30, inertia 23340.2970658
start iteration
done sorting
end inner loop
Iteration 31, inertia 23336.670889
start iteration
done sorting
end inner loop
Iteration 32, inertia 23330.127528
start iteration
done sorting
end inner loop
Iteration 33, inertia 23321.6094821
start iteration
done sorting
end inner loop
Iteration 34, inertia 23315.3470341
start iteration
done sorting
end inner loop
Iteration 35, inertia 23307.2650735
start iteration
done sorting
end inner loop
Iteration 36, inertia 23304.7094263
start iteration
done sorting
end inner loop
Iteration 37, inertia 23300.7536478
start iteration
done sorting
end inner loop
Iteration 38, inertia 23298.8919684
start iteration
done sorting
end inner loop
Iteration 39, inertia 23296.7982766
start iteration
done sorting
end inner loop
Iteration 40, inertia 23295.3086869
start iteration
done sorting
end inner loop
Iteration 41, inertia 23294.3885783
start iteration
done sorting
end inner loop
Iteration 42, inertia 23292.9984284
start iteration
done sorting
end inner loop
Iteration 43, inertia 23292.314031
start iteration
done sorting
end inner loop
Iteration 44, inertia 23292.0648746
start iteration
done sorting
end inner loop
Iteration 45, inertia 23291.8503343
start iteration
done sorting
end inner loop
Iteration 46, inertia 23291.1564188
start iteration
done sorting
end inner loop
Iteration 47, inertia 23290.8132101
start iteration
done sorting
end inner loop
Iteration 48, inertia 23290.7260091
start iteration
done sorting
end inner loop
Iteration 49, inertia 23290.6007765
start iteration
done sorting
end inner loop
Iteration 50, inertia 23290.5076331
start iteration
done sorting
end inner loop
Iteration 51, inertia 23290.5076331
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26069.1952583
start iteration
done sorting
end inner loop
Iteration 1, inertia 24921.2911978
start iteration
done sorting
end inner loop
Iteration 2, inertia 24507.2099993
start iteration
done sorting
end inner loop
Iteration 3, inertia 24321.9876545
start iteration
done sorting
end inner loop
Iteration 4, inertia 24199.5930772
start iteration
done sorting
end inner loop
Iteration 5, inertia 24127.3977985
start iteration
done sorting
end inner loop
Iteration 6, inertia 24063.1526731
start iteration
done sorting
end inner loop
Iteration 7, inertia 24003.4029646
start iteration
done sorting
end inner loop
Iteration 8, inertia 23956.030568
start iteration
done sorting
end inner loop
Iteration 9, inertia 23914.0314588
start iteration
done sorting
end inner loop
Iteration 10, inertia 23876.1854182
start iteration
done sorting
end inner loop
Iteration 11, inertia 23851.431418
start iteration
done sorting
end inner loop
Iteration 12, inertia 23833.2794211
start iteration
done sorting
end inner loop
Iteration 13, inertia 23820.7376828
start iteration
done sorting
end inner loop
Iteration 14, inertia 23809.7323878
start iteration
done sorting
end inner loop
Iteration 15, inertia 23788.8205125
start iteration
done sorting
end inner loop
Iteration 16, inertia 23771.6708014
start iteration
done sorting
end inner loop
Iteration 17, inertia 23753.4131084
start iteration
done sorting
end inner loop
Iteration 18, inertia 23736.7790234
start iteration
done sorting
end inner loop
Iteration 19, inertia 23730.7586102
start iteration
done sorting
end inner loop
Iteration 20, inertia 23725.3968034
start iteration
done sorting
end inner loop
Iteration 21, inertia 23722.0890734
start iteration
done sorting
end inner loop
Iteration 22, inertia 23718.2844315
start iteration
done sorting
end inner loop
Iteration 23, inertia 23716.0323663
start iteration
done sorting
end inner loop
Iteration 24, inertia 23714.7011668
start iteration
done sorting
end inner loop
Iteration 25, inertia 23713.9052731
start iteration
done sorting
end inner loop
Iteration 26, inertia 23713.0747451
start iteration
done sorting
end inner loop
Iteration 27, inertia 23713.0037028
start iteration
done sorting
end inner loop
Iteration 28, inertia 23713.0037028
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.067
Number of clusters: 51

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25900.3447223
start iteration
done sorting
end inner loop
Iteration 1, inertia 24573.4166411
start iteration
done sorting
end inner loop
Iteration 2, inertia 24025.3880027
start iteration
done sorting
end inner loop
Iteration 3, inertia 23806.0172822
start iteration
done sorting
end inner loop
Iteration 4, inertia 23682.5731023
start iteration
done sorting
end inner loop
Iteration 5, inertia 23610.9111296
start iteration
done sorting
end inner loop
Iteration 6, inertia 23571.2533448
start iteration
done sorting
end inner loop
Iteration 7, inertia 23537.6915478
start iteration
done sorting
end inner loop
Iteration 8, inertia 23510.7379077
start iteration
done sorting
end inner loop
Iteration 9, inertia 23493.77982
start iteration
done sorting
end inner loop
Iteration 10, inertia 23478.8514425
start iteration
done sorting
end inner loop
Iteration 11, inertia 23459.5491416
start iteration
done sorting
end inner loop
Iteration 12, inertia 23446.4886843
start iteration
done sorting
end inner loop
Iteration 13, inertia 23431.1607557
start iteration
done sorting
end inner loop
Iteration 14, inertia 23415.0895866
start iteration
done sorting
end inner loop
Iteration 15, inertia 23403.7546196
start iteration
done sorting
end inner loop
Iteration 16, inertia 23392.7225902
start iteration
done sorting
end inner loop
Iteration 17, inertia 23382.3958265
start iteration
done sorting
end inner loop
Iteration 18, inertia 23369.7841396
start iteration
done sorting
end inner loop
Iteration 19, inertia 23359.1330915
start iteration
done sorting
end inner loop
Iteration 20, inertia 23347.1926232
start iteration
done sorting
end inner loop
Iteration 21, inertia 23340.920011
start iteration
done sorting
end inner loop
Iteration 22, inertia 23337.0357797
start iteration
done sorting
end inner loop
Iteration 23, inertia 23335.5734662
start iteration
done sorting
end inner loop
Iteration 24, inertia 23334.4117903
start iteration
done sorting
end inner loop
Iteration 25, inertia 23334.0260607
start iteration
done sorting
end inner loop
Iteration 26, inertia 23333.1820851
start iteration
done sorting
end inner loop
Iteration 27, inertia 23332.2080641
start iteration
done sorting
end inner loop
Iteration 28, inertia 23330.9764816
start iteration
done sorting
end inner loop
Iteration 29, inertia 23330.6156805
start iteration
done sorting
end inner loop
Iteration 30, inertia 23330.3189908
start iteration
done sorting
end inner loop
Iteration 31, inertia 23329.7532733
start iteration
done sorting
end inner loop
Iteration 32, inertia 23329.5222346
start iteration
done sorting
end inner loop
Iteration 33, inertia 23329.4262672
start iteration
done sorting
end inner loop
Iteration 34, inertia 23329.1852071
start iteration
done sorting
end inner loop
Iteration 35, inertia 23329.0624874
start iteration
done sorting
end inner loop
Iteration 36, inertia 23329.0624874
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.056
Number of clusters: 52

Silhouette Coefficient: 0.032
Number of clusters: 44

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 143856.453766
start iteration
done sorting
end inner loop
Iteration 1, inertia 133549.3589
start iteration
done sorting
end inner loop
Iteration 2, inertia 131036.779352
start iteration
done sorting
end inner loop
Iteration 3, inertia 129601.544767
start iteration
done sorting
end inner loop
Iteration 4, inertia 128073.455372
start iteration
done sorting
end inner loop
Iteration 5, inertia 127043.12077
start iteration
done sorting
end inner loop
Iteration 6, inertia 126684.586328
start iteration
done sorting
end inner loop
Iteration 7, inertia 126497.938796
start iteration
done sorting
end inner loop
Iteration 8, inertia 126314.674545
start iteration
done sorting
end inner loop
Iteration 9, inertia 126131.920663
start iteration
done sorting
end inner loop
Iteration 10, inertia 125973.426869
start iteration
done sorting
end inner loop
Iteration 11, inertia 125738.034167
start iteration
done sorting
end inner loop
Iteration 12, inertia 125531.234843
start iteration
done sorting
end inner loop
Iteration 13, inertia 125369.802268
start iteration
done sorting
end inner loop
Iteration 14, inertia 125249.871595
start iteration
done sorting
end inner loop
Iteration 15, inertia 125165.466326
start iteration
done sorting
end inner loop
Iteration 16, inertia 125111.322888
start iteration
done sorting
end inner loop
Iteration 17, inertia 125073.829491
start iteration
done sorting
end inner loop
Iteration 18, inertia 125033.751472
start iteration
done sorting
end inner loop
Iteration 19, inertia 124982.817571
start iteration
done sorting
end inner loop
Iteration 20, inertia 124913.470105
start iteration
done sorting
end inner loop
Iteration 21, inertia 124837.301343
start iteration
done sorting
end inner loop
Iteration 22, inertia 124777.315789
start iteration
done sorting
end inner loop
Iteration 23, inertia 124723.150573
start iteration
done sorting
end inner loop
Iteration 24, inertia 124674.370514
start iteration
done sorting
end inner loop
Iteration 25, inertia 124626.862089
start iteration
done sorting
end inner loop
Iteration 26, inertia 124587.71089
start iteration
done sorting
end inner loop
Iteration 27, inertia 124557.29939
start iteration
done sorting
end inner loop
Iteration 28, inertia 124542.669621
start iteration
done sorting
end inner loop
Iteration 29, inertia 124531.135638
start iteration
done sorting
end inner loop
Iteration 30, inertia 124520.29417
start iteration
done sorting
end inner loop
Iteration 31, inertia 124509.996194
start iteration
done sorting
end inner loop
Iteration 32, inertia 124501.795872
start iteration
done sorting
end inner loop
Iteration 33, inertia 124495.971936
start iteration
done sorting
end inner loop
Iteration 34, inertia 124491.299058
start iteration
done sorting
end inner loop
Iteration 35, inertia 124486.874629
start iteration
done sorting
end inner loop
Iteration 36, inertia 124481.064647
start iteration
done sorting
end inner loop
Iteration 37, inertia 124476.608692
start iteration
done sorting
end inner loop
Iteration 38, inertia 124473.121454
start iteration
done sorting
end inner loop
Iteration 39, inertia 124470.959095
start iteration
done sorting
end inner loop
Iteration 40, inertia 124469.78884
start iteration
done sorting
end inner loop
Iteration 41, inertia 124468.231515
start iteration
done sorting
end inner loop
Iteration 42, inertia 124466.731515
start iteration
done sorting
end inner loop
Iteration 43, inertia 124465.900524
start iteration
done sorting
end inner loop
Iteration 44, inertia 124465.325932
start iteration
done sorting
end inner loop
Iteration 45, inertia 124464.732715
start iteration
done sorting
end inner loop
Iteration 46, inertia 124463.706395
start iteration
done sorting
end inner loop
Iteration 47, inertia 124462.627298
start iteration
done sorting
end inner loop
Iteration 48, inertia 124462.233658
start iteration
done sorting
end inner loop
Iteration 49, inertia 124462.063668
start iteration
done sorting
end inner loop
Iteration 50, inertia 124461.954605
start iteration
done sorting
end inner loop
Iteration 51, inertia 124461.886819
start iteration
done sorting
end inner loop
Iteration 52, inertia 124461.829243
start iteration
done sorting
end inner loop
Iteration 53, inertia 124461.779607
start iteration
done sorting
end inner loop
Iteration 54, inertia 124461.756257
start iteration
done sorting
end inner loop
Iteration 55, inertia 124461.736632
start iteration
done sorting
end inner loop
Iteration 56, inertia 124461.736632
center shift 0.000000e+00 within tolerance 2.688779e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25814.2246811
start iteration
done sorting
end inner loop
Iteration 1, inertia 24613.2920798
start iteration
done sorting
end inner loop
Iteration 2, inertia 24130.3721339
start iteration
done sorting
end inner loop
Iteration 3, inertia 23926.565701
start iteration
done sorting
end inner loop
Iteration 4, inertia 23801.6890414
start iteration
done sorting
end inner loop
Iteration 5, inertia 23732.253893
start iteration
done sorting
end inner loop
Iteration 6, inertia 23681.499427
start iteration
done sorting
end inner loop
Iteration 7, inertia 23648.5863626
start iteration
done sorting
end inner loop
Iteration 8, inertia 23621.1555478
start iteration
done sorting
end inner loop
Iteration 9, inertia 23585.1506089
start iteration
done sorting
end inner loop
Iteration 10, inertia 23555.1882952
start iteration
done sorting
end inner loop
Iteration 11, inertia 23534.3638558
start iteration
done sorting
end inner loop
Iteration 12, inertia 23521.7379086
start iteration
done sorting
end inner loop
Iteration 13, inertia 23510.8360205
start iteration
done sorting
end inner loop
Iteration 14, inertia 23504.6137859
start iteration
done sorting
end inner loop
Iteration 15, inertia 23498.4674931
start iteration
done sorting
end inner loop
Iteration 16, inertia 23486.9655488
start iteration
done sorting
end inner loop
Iteration 17, inertia 23480.0912084
start iteration
done sorting
end inner loop
Iteration 18, inertia 23475.389636
start iteration
done sorting
end inner loop
Iteration 19, inertia 23470.6433904
start iteration
done sorting
end inner loop
Iteration 20, inertia 23467.0467716
start iteration
done sorting
end inner loop
Iteration 21, inertia 23463.218169
start iteration
done sorting
end inner loop
Iteration 22, inertia 23455.7394771
start iteration
done sorting
end inner loop
Iteration 23, inertia 23449.3285309
start iteration
done sorting
end inner loop
Iteration 24, inertia 23443.2621579
start iteration
done sorting
end inner loop
Iteration 25, inertia 23436.709732
start iteration
done sorting
end inner loop
Iteration 26, inertia 23432.2873251
start iteration
done sorting
end inner loop
Iteration 27, inertia 23430.6027657
start iteration
done sorting
end inner loop
Iteration 28, inertia 23427.9189606
start iteration
done sorting
end inner loop
Iteration 29, inertia 23425.6825161
start iteration
done sorting
end inner loop
Iteration 30, inertia 23422.504204
start iteration
done sorting
end inner loop
Iteration 31, inertia 23419.9093151
start iteration
done sorting
end inner loop
Iteration 32, inertia 23417.8331038
start iteration
done sorting
end inner loop
Iteration 33, inertia 23415.907797
start iteration
done sorting
end inner loop
Iteration 34, inertia 23414.9350605
start iteration
done sorting
end inner loop
Iteration 35, inertia 23414.2682554
start iteration
done sorting
end inner loop
Iteration 36, inertia 23414.0292682
start iteration
done sorting
end inner loop
Iteration 37, inertia 23413.7724859
start iteration
done sorting
end inner loop
Iteration 38, inertia 23413.4653452
start iteration
done sorting
end inner loop
Iteration 39, inertia 23413.4653452
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.067
Number of clusters: 53

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25312.5387063
start iteration
done sorting
end inner loop
Iteration 1, inertia 24342.4314255
start iteration
done sorting
end inner loop
Iteration 2, inertia 23922.3877069
start iteration
done sorting
end inner loop
Iteration 3, inertia 23712.8695887
start iteration
done sorting
end inner loop
Iteration 4, inertia 23562.4040098
start iteration
done sorting
end inner loop
Iteration 5, inertia 23459.337379
start iteration
done sorting
end inner loop
Iteration 6, inertia 23402.526364
start iteration
done sorting
end inner loop
Iteration 7, inertia 23369.9165302
start iteration
done sorting
end inner loop
Iteration 8, inertia 23345.9391414
start iteration
done sorting
end inner loop
Iteration 9, inertia 23325.5750879
start iteration
done sorting
end inner loop
Iteration 10, inertia 23313.0705496
start iteration
done sorting
end inner loop
Iteration 11, inertia 23304.7015109
start iteration
done sorting
end inner loop
Iteration 12, inertia 23297.2656507
start iteration
done sorting
end inner loop
Iteration 13, inertia 23291.564022
start iteration
done sorting
end inner loop
Iteration 14, inertia 23287.0813876
start iteration
done sorting
end inner loop
Iteration 15, inertia 23283.7075185
start iteration
done sorting
end inner loop
Iteration 16, inertia 23281.7109881
start iteration
done sorting
end inner loop
Iteration 17, inertia 23280.6765342
start iteration
done sorting
end inner loop
Iteration 18, inertia 23279.894584
start iteration
done sorting
end inner loop
Iteration 19, inertia 23279.5705175
start iteration
done sorting
end inner loop
Iteration 20, inertia 23279.2068043
start iteration
done sorting
end inner loop
Iteration 21, inertia 23279.1389349
start iteration
done sorting
end inner loop
Iteration 22, inertia 23279.0978604
start iteration
done sorting
end inner loop
Iteration 23, inertia 23278.954864
start iteration
done sorting
end inner loop
Iteration 24, inertia 23278.954864
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25452.3512855
start iteration
done sorting
end inner loop
Iteration 1, inertia 24379.599498
start iteration
done sorting
end inner loop
Iteration 2, inertia 23970.6299019
start iteration
done sorting
end inner loop
Iteration 3, inertia 23759.1879467
start iteration
done sorting
end inner loop
Iteration 4, inertia 23643.5389883
start iteration
done sorting
end inner loop
Iteration 5, inertia 23563.9538295
start iteration
done sorting
end inner loop
Iteration 6, inertia 23495.0377229
start iteration
done sorting
end inner loop
Iteration 7, inertia 23441.7169699
start iteration
done sorting
end inner loop
Iteration 8, inertia 23405.1818211
start iteration
done sorting
end inner loop
Iteration 9, inertia 23379.6324906
start iteration
done sorting
end inner loop
Iteration 10, inertia 23362.3873511
start iteration
done sorting
end inner loop
Iteration 11, inertia 23345.6100263
start iteration
done sorting
end inner loop
Iteration 12, inertia 23331.6692689
start iteration
done sorting
end inner loop
Iteration 13, inertia 23322.2167324
start iteration
done sorting
end inner loop
Iteration 14, inertia 23312.7813101
start iteration
done sorting
end inner loop
Iteration 15, inertia 23300.7502625
start iteration
done sorting
end inner loop
Iteration 16, inertia 23282.5715712
start iteration
done sorting
end inner loop
Iteration 17, inertia 23265.9446326
start iteration
done sorting
end inner loop
Iteration 18, inertia 23249.1955265
start iteration
done sorting
end inner loop
Iteration 19, inertia 23231.8167927
start iteration
done sorting
end inner loop
Iteration 20, inertia 23217.5618219
start iteration
done sorting
end inner loop
Iteration 21, inertia 23200.8574979
start iteration
done sorting
end inner loop
Iteration 22, inertia 23184.0501488
start iteration
done sorting
end inner loop
Iteration 23, inertia 23172.2823816
start iteration
done sorting
end inner loop
Iteration 24, inertia 23163.0206278
start iteration
done sorting
end inner loop
Iteration 25, inertia 23159.4613289
start iteration
done sorting
end inner loop
Iteration 26, inertia 23157.5682156
start iteration
done sorting
end inner loop
Iteration 27, inertia 23156.3950536
start iteration
done sorting
end inner loop
Iteration 28, inertia 23155.3911628
start iteration
done sorting
end inner loop
Iteration 29, inertia 23154.7168484
start iteration
done sorting
end inner loop
Iteration 30, inertia 23153.6261763
start iteration
done sorting
end inner loop
Iteration 31, inertia 23152.9349561
start iteration
done sorting
end inner loop
Iteration 32, inertia 23151.3891497
start iteration
done sorting
end inner loop
Iteration 33, inertia 23151.3163282
start iteration
done sorting
end inner loop
Iteration 34, inertia 23151.1485723
start iteration
done sorting
end inner loop
Iteration 35, inertia 23150.9378767
start iteration
done sorting
end inner loop
Iteration 36, inertia 23150.9378767
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.059
Number of clusters: 54

Silhouette Coefficient: -0.127
Number of clusters: 32

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 26197.1395901
start iteration
done sorting
end inner loop
Iteration 1, inertia 24614.4259887
start iteration
done sorting
end inner loop
Iteration 2, inertia 24034.8220132
start iteration
done sorting
end inner loop
Iteration 3, inertia 23816.7130734
start iteration
done sorting
end inner loop
Iteration 4, inertia 23684.8600244
start iteration
done sorting
end inner loop
Iteration 5, inertia 23596.7453061
start iteration
done sorting
end inner loop
Iteration 6, inertia 23533.9869421
start iteration
done sorting
end inner loop
Iteration 7, inertia 23480.7696053
start iteration
done sorting
end inner loop
Iteration 8, inertia 23435.8053085
start iteration
done sorting
end inner loop
Iteration 9, inertia 23407.5335921
start iteration
done sorting
end inner loop
Iteration 10, inertia 23381.4069525
start iteration
done sorting
end inner loop
Iteration 11, inertia 23356.9383528
start iteration
done sorting
end inner loop
Iteration 12, inertia 23340.8705316
start iteration
done sorting
end inner loop
Iteration 13, inertia 23327.6495452
start iteration
done sorting
end inner loop
Iteration 14, inertia 23314.0345493
start iteration
done sorting
end inner loop
Iteration 15, inertia 23302.4162922
start iteration
done sorting
end inner loop
Iteration 16, inertia 23292.1456985
start iteration
done sorting
end inner loop
Iteration 17, inertia 23284.0074615
start iteration
done sorting
end inner loop
Iteration 18, inertia 23277.4265253
start iteration
done sorting
end inner loop
Iteration 19, inertia 23268.5137737
start iteration
done sorting
end inner loop
Iteration 20, inertia 23258.4256286
start iteration
done sorting
end inner loop
Iteration 21, inertia 23248.3191094
start iteration
done sorting
end inner loop
Iteration 22, inertia 23240.076439
start iteration
done sorting
end inner loop
Iteration 23, inertia 23233.809813
start iteration
done sorting
end inner loop
Iteration 24, inertia 23229.9007417
start iteration
done sorting
end inner loop
Iteration 25, inertia 23226.7276436
start iteration
done sorting
end inner loop
Iteration 26, inertia 23225.2968245
start iteration
done sorting
end inner loop
Iteration 27, inertia 23224.1305045
start iteration
done sorting
end inner loop
Iteration 28, inertia 23223.6835877
start iteration
done sorting
end inner loop
Iteration 29, inertia 23223.151974
start iteration
done sorting
end inner loop
Iteration 30, inertia 23222.5908274
start iteration
done sorting
end inner loop
Iteration 31, inertia 23221.0210161
start iteration
done sorting
end inner loop
Iteration 32, inertia 23219.978129
start iteration
done sorting
end inner loop
Iteration 33, inertia 23219.6382051
start iteration
done sorting
end inner loop
Iteration 34, inertia 23218.8525643
start iteration
done sorting
end inner loop
Iteration 35, inertia 23217.3109593
start iteration
done sorting
end inner loop
Iteration 36, inertia 23216.2996554
start iteration
done sorting
end inner loop
Iteration 37, inertia 23215.9434364
start iteration
done sorting
end inner loop
Iteration 38, inertia 23215.9434364
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25247.6860922
start iteration
done sorting
end inner loop
Iteration 1, inertia 24304.0722108
start iteration
done sorting
end inner loop
Iteration 2, inertia 23943.9011752
start iteration
done sorting
end inner loop
Iteration 3, inertia 23741.3310045
start iteration
done sorting
end inner loop
Iteration 4, inertia 23626.5785765
start iteration
done sorting
end inner loop
Iteration 5, inertia 23529.1502673
start iteration
done sorting
end inner loop
Iteration 6, inertia 23460.5516676
start iteration
done sorting
end inner loop
Iteration 7, inertia 23414.3508481
start iteration
done sorting
end inner loop
Iteration 8, inertia 23376.4546657
start iteration
done sorting
end inner loop
Iteration 9, inertia 23340.5020324
start iteration
done sorting
end inner loop
Iteration 10, inertia 23311.9910109
start iteration
done sorting
end inner loop
Iteration 11, inertia 23298.7515629
start iteration
done sorting
end inner loop
Iteration 12, inertia 23290.0334346
start iteration
done sorting
end inner loop
Iteration 13, inertia 23283.2765957
start iteration
done sorting
end inner loop
Iteration 14, inertia 23279.4427238
start iteration
done sorting
end inner loop
Iteration 15, inertia 23275.0211242
start iteration
done sorting
end inner loop
Iteration 16, inertia 23271.1015681
start iteration
done sorting
end inner loop
Iteration 17, inertia 23267.9780289
start iteration
done sorting
end inner loop
Iteration 18, inertia 23264.3203947
start iteration
done sorting
end inner loop
Iteration 19, inertia 23261.4383646
start iteration
done sorting
end inner loop
Iteration 20, inertia 23259.2590717
start iteration
done sorting
end inner loop
Iteration 21, inertia 23255.8795185
start iteration
done sorting
end inner loop
Iteration 22, inertia 23251.9728901
start iteration
done sorting
end inner loop
Iteration 23, inertia 23250.6097153
start iteration
done sorting
end inner loop
Iteration 24, inertia 23250.3291858
start iteration
done sorting
end inner loop
Iteration 25, inertia 23249.9251735
start iteration
done sorting
end inner loop
Iteration 26, inertia 23248.6845256
start iteration
done sorting
end inner loop
Iteration 27, inertia 23248.0604335
start iteration
done sorting
end inner loop
Iteration 28, inertia 23247.4330872
start iteration
done sorting
end inner loop
Iteration 29, inertia 23247.1422937
start iteration
done sorting
end inner loop
Iteration 30, inertia 23246.3528937
start iteration
done sorting
end inner loop
Iteration 31, inertia 23245.4466833
start iteration
done sorting
end inner loop
Iteration 32, inertia 23244.0904802
start iteration
done sorting
end inner loop
Iteration 33, inertia 23240.3743832
start iteration
done sorting
end inner loop
Iteration 34, inertia 23238.8326875
start iteration
done sorting
end inner loop
Iteration 35, inertia 23238.2968234
start iteration
done sorting
end inner loop
Iteration 36, inertia 23236.6375898
start iteration
done sorting
end inner loop
Iteration 37, inertia 23236.3186457
start iteration
done sorting
end inner loop
Iteration 38, inertia 23236.3186457
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.056
Number of clusters: 55

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25472.4226125
start iteration
done sorting
end inner loop
Iteration 1, inertia 24382.6976299
start iteration
done sorting
end inner loop
Iteration 2, inertia 23957.56556
start iteration
done sorting
end inner loop
Iteration 3, inertia 23759.2107773
start iteration
done sorting
end inner loop
Iteration 4, inertia 23652.7369723
start iteration
done sorting
end inner loop
Iteration 5, inertia 23567.9293052
start iteration
done sorting
end inner loop
Iteration 6, inertia 23507.9327711
start iteration
done sorting
end inner loop
Iteration 7, inertia 23463.6114411
start iteration
done sorting
end inner loop
Iteration 8, inertia 23428.6707471
start iteration
done sorting
end inner loop
Iteration 9, inertia 23400.3871112
start iteration
done sorting
end inner loop
Iteration 10, inertia 23380.4276451
start iteration
done sorting
end inner loop
Iteration 11, inertia 23364.067353
start iteration
done sorting
end inner loop
Iteration 12, inertia 23351.2938979
start iteration
done sorting
end inner loop
Iteration 13, inertia 23338.3500223
start iteration
done sorting
end inner loop
Iteration 14, inertia 23326.2604294
start iteration
done sorting
end inner loop
Iteration 15, inertia 23315.2549855
start iteration
done sorting
end inner loop
Iteration 16, inertia 23303.2795081
start iteration
done sorting
end inner loop
Iteration 17, inertia 23294.8242658
start iteration
done sorting
end inner loop
Iteration 18, inertia 23290.5045002
start iteration
done sorting
end inner loop
Iteration 19, inertia 23285.6322233
start iteration
done sorting
end inner loop
Iteration 20, inertia 23279.5510215
start iteration
done sorting
end inner loop
Iteration 21, inertia 23273.5911929
start iteration
done sorting
end inner loop
Iteration 22, inertia 23267.4760117
start iteration
done sorting
end inner loop
Iteration 23, inertia 23259.0556114
start iteration
done sorting
end inner loop
Iteration 24, inertia 23250.5454907
start iteration
done sorting
end inner loop
Iteration 25, inertia 23240.9336714
start iteration
done sorting
end inner loop
Iteration 26, inertia 23235.5003356
start iteration
done sorting
end inner loop
Iteration 27, inertia 23229.3372555
start iteration
done sorting
end inner loop
Iteration 28, inertia 23223.4886784
start iteration
done sorting
end inner loop
Iteration 29, inertia 23215.1140058
start iteration
done sorting
end inner loop
Iteration 30, inertia 23210.141816
start iteration
done sorting
end inner loop
Iteration 31, inertia 23208.48063
start iteration
done sorting
end inner loop
Iteration 32, inertia 23206.3682626
start iteration
done sorting
end inner loop
Iteration 33, inertia 23204.0685231
start iteration
done sorting
end inner loop
Iteration 34, inertia 23203.167453
start iteration
done sorting
end inner loop
Iteration 35, inertia 23201.6319864
start iteration
done sorting
end inner loop
Iteration 36, inertia 23199.8240991
start iteration
done sorting
end inner loop
Iteration 37, inertia 23198.829376
start iteration
done sorting
end inner loop
Iteration 38, inertia 23197.576048
start iteration
done sorting
end inner loop
Iteration 39, inertia 23197.3548114
start iteration
done sorting
end inner loop
Iteration 40, inertia 23197.198792
start iteration
done sorting
end inner loop
Iteration 41, inertia 23197.198792
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25865.1526114
start iteration
done sorting
end inner loop
Iteration 1, inertia 24596.1727796
start iteration
done sorting
end inner loop
Iteration 2, inertia 24015.6335431
start iteration
done sorting
end inner loop
Iteration 3, inertia 23746.3818904
start iteration
done sorting
end inner loop
Iteration 4, inertia 23596.250979
start iteration
done sorting
end inner loop
Iteration 5, inertia 23492.639829
start iteration
done sorting
end inner loop
Iteration 6, inertia 23426.2305159
start iteration
done sorting
end inner loop
Iteration 7, inertia 23375.3782981
start iteration
done sorting
end inner loop
Iteration 8, inertia 23340.5674707
start iteration
done sorting
end inner loop
Iteration 9, inertia 23309.5654141
start iteration
done sorting
end inner loop
Iteration 10, inertia 23289.6729705
start iteration
done sorting
end inner loop
Iteration 11, inertia 23276.1525104
start iteration
done sorting
end inner loop
Iteration 12, inertia 23267.4892187
start iteration
done sorting
end inner loop
Iteration 13, inertia 23255.2003538
start iteration
done sorting
end inner loop
Iteration 14, inertia 23240.913876
start iteration
done sorting
end inner loop
Iteration 15, inertia 23226.1494504
start iteration
done sorting
end inner loop
Iteration 16, inertia 23218.5180254
start iteration
done sorting
end inner loop
Iteration 17, inertia 23209.532954
start iteration
done sorting
end inner loop
Iteration 18, inertia 23201.937816
start iteration
done sorting
end inner loop
Iteration 19, inertia 23194.7956464
start iteration
done sorting
end inner loop
Iteration 20, inertia 23187.8103701
start iteration
done sorting
end inner loop
Iteration 21, inertia 23181.7038154
start iteration
done sorting
end inner loop
Iteration 22, inertia 23177.32139
start iteration
done sorting
end inner loop
Iteration 23, inertia 23173.0632053
start iteration
done sorting
end inner loop
Iteration 24, inertia 23170.2135047
start iteration
done sorting
end inner loop
Iteration 25, inertia 23168.6642037
start iteration
done sorting
end inner loop
Iteration 26, inertia 23167.8336674
start iteration
done sorting
end inner loop
Iteration 27, inertia 23167.0031244
start iteration
done sorting
end inner loop
Iteration 28, inertia 23165.232836
start iteration
done sorting
end inner loop
Iteration 29, inertia 23163.5335335
start iteration
done sorting
end inner loop
Iteration 30, inertia 23162.8215313
start iteration
done sorting
end inner loop
Iteration 31, inertia 23162.3832614
start iteration
done sorting
end inner loop
Iteration 32, inertia 23162.0139806
start iteration
done sorting
end inner loop
Iteration 33, inertia 23161.6767709
start iteration
done sorting
end inner loop
Iteration 34, inertia 23161.3537385
start iteration
done sorting
end inner loop
Iteration 35, inertia 23160.7418564
start iteration
done sorting
end inner loop
Iteration 36, inertia 23160.6017117
start iteration
done sorting
end inner loop
Iteration 37, inertia 23160.5365244
start iteration
done sorting
end inner loop
Iteration 38, inertia 23160.5234017
start iteration
done sorting
end inner loop
Iteration 39, inertia 23160.4800644
start iteration
done sorting
end inner loop
Iteration 40, inertia 23160.440064
start iteration
done sorting
end inner loop
Iteration 41, inertia 23160.3603518
start iteration
done sorting
end inner loop
Iteration 42, inertia 23160.3183248
start iteration
done sorting
end inner loop
Iteration 43, inertia 23160.0775299
start iteration
done sorting
end inner loop
Iteration 44, inertia 23159.991581
start iteration
done sorting
end inner loop
Iteration 45, inertia 23159.9429156
start iteration
done sorting
end inner loop
Iteration 46, inertia 23159.9429156
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.083
Number of clusters: 56

Silhouette Coefficient: 0.037
Number of clusters: 45

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25134.8791311
start iteration
done sorting
end inner loop
Iteration 1, inertia 24199.8191374
start iteration
done sorting
end inner loop
Iteration 2, inertia 23816.9147639
start iteration
done sorting
end inner loop
Iteration 3, inertia 23608.8432808
start iteration
done sorting
end inner loop
Iteration 4, inertia 23489.0643079
start iteration
done sorting
end inner loop
Iteration 5, inertia 23414.2692308
start iteration
done sorting
end inner loop
Iteration 6, inertia 23347.733949
start iteration
done sorting
end inner loop
Iteration 7, inertia 23303.3901234
start iteration
done sorting
end inner loop
Iteration 8, inertia 23263.9603
start iteration
done sorting
end inner loop
Iteration 9, inertia 23233.0437387
start iteration
done sorting
end inner loop
Iteration 10, inertia 23205.1714792
start iteration
done sorting
end inner loop
Iteration 11, inertia 23181.7756972
start iteration
done sorting
end inner loop
Iteration 12, inertia 23162.0450986
start iteration
done sorting
end inner loop
Iteration 13, inertia 23153.6652114
start iteration
done sorting
end inner loop
Iteration 14, inertia 23144.8752574
start iteration
done sorting
end inner loop
Iteration 15, inertia 23138.2713216
start iteration
done sorting
end inner loop
Iteration 16, inertia 23128.0530836
start iteration
done sorting
end inner loop
Iteration 17, inertia 23122.0282049
start iteration
done sorting
end inner loop
Iteration 18, inertia 23119.8554103
start iteration
done sorting
end inner loop
Iteration 19, inertia 23118.2753594
start iteration
done sorting
end inner loop
Iteration 20, inertia 23116.5969536
start iteration
done sorting
end inner loop
Iteration 21, inertia 23114.638919
start iteration
done sorting
end inner loop
Iteration 22, inertia 23112.9099596
start iteration
done sorting
end inner loop
Iteration 23, inertia 23112.1922869
start iteration
done sorting
end inner loop
Iteration 24, inertia 23111.2538757
start iteration
done sorting
end inner loop
Iteration 25, inertia 23110.6554
start iteration
done sorting
end inner loop
Iteration 26, inertia 23110.4280721
start iteration
done sorting
end inner loop
Iteration 27, inertia 23109.992343
start iteration
done sorting
end inner loop
Iteration 28, inertia 23107.9783547
start iteration
done sorting
end inner loop
Iteration 29, inertia 23107.9783547
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.030
Number of clusters: 57

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25055.3034537
start iteration
done sorting
end inner loop
Iteration 1, inertia 24058.8609616
start iteration
done sorting
end inner loop
Iteration 2, inertia 23675.9166029
start iteration
done sorting
end inner loop
Iteration 3, inertia 23484.902229
start iteration
done sorting
end inner loop
Iteration 4, inertia 23349.6648963
start iteration
done sorting
end inner loop
Iteration 5, inertia 23277.511205
start iteration
done sorting
end inner loop
Iteration 6, inertia 23227.935745
start iteration
done sorting
end inner loop
Iteration 7, inertia 23193.0802721
start iteration
done sorting
end inner loop
Iteration 8, inertia 23176.001906
start iteration
done sorting
end inner loop
Iteration 9, inertia 23164.0790971
start iteration
done sorting
end inner loop
Iteration 10, inertia 23149.4305177
start iteration
done sorting
end inner loop
Iteration 11, inertia 23136.506432
start iteration
done sorting
end inner loop
Iteration 12, inertia 23126.9624657
start iteration
done sorting
end inner loop
Iteration 13, inertia 23118.4130109
start iteration
done sorting
end inner loop
Iteration 14, inertia 23109.9088251
start iteration
done sorting
end inner loop
Iteration 15, inertia 23102.1348336
start iteration
done sorting
end inner loop
Iteration 16, inertia 23094.2108017
start iteration
done sorting
end inner loop
Iteration 17, inertia 23089.0087423
start iteration
done sorting
end inner loop
Iteration 18, inertia 23085.112793
start iteration
done sorting
end inner loop
Iteration 19, inertia 23081.1556926
start iteration
done sorting
end inner loop
Iteration 20, inertia 23076.038191
start iteration
done sorting
end inner loop
Iteration 21, inertia 23073.1045345
start iteration
done sorting
end inner loop
Iteration 22, inertia 23071.7861015
start iteration
done sorting
end inner loop
Iteration 23, inertia 23071.5106264
start iteration
done sorting
end inner loop
Iteration 24, inertia 23071.4032367
start iteration
done sorting
end inner loop
Iteration 25, inertia 23071.2234018
start iteration
done sorting
end inner loop
Iteration 26, inertia 23070.8718783
start iteration
done sorting
end inner loop
Iteration 27, inertia 23070.5566488
start iteration
done sorting
end inner loop
Iteration 28, inertia 23070.2324484
start iteration
done sorting
end inner loop
Iteration 29, inertia 23070.2324484
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.059
Number of clusters: 58

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25408.2072191
start iteration
done sorting
end inner loop
Iteration 1, inertia 24292.9009267
start iteration
done sorting
end inner loop
Iteration 2, inertia 23830.1589467
start iteration
done sorting
end inner loop
Iteration 3, inertia 23608.6598774
start iteration
done sorting
end inner loop
Iteration 4, inertia 23490.1218139
start iteration
done sorting
end inner loop
Iteration 5, inertia 23424.280547
start iteration
done sorting
end inner loop
Iteration 6, inertia 23379.0247887
start iteration
done sorting
end inner loop
Iteration 7, inertia 23345.6663744
start iteration
done sorting
end inner loop
Iteration 8, inertia 23316.9670263
start iteration
done sorting
end inner loop
Iteration 9, inertia 23297.9707611
start iteration
done sorting
end inner loop
Iteration 10, inertia 23280.0793165
start iteration
done sorting
end inner loop
Iteration 11, inertia 23263.4252806
start iteration
done sorting
end inner loop
Iteration 12, inertia 23250.1071765
start iteration
done sorting
end inner loop
Iteration 13, inertia 23236.508213
start iteration
done sorting
end inner loop
Iteration 14, inertia 23228.7370111
start iteration
done sorting
end inner loop
Iteration 15, inertia 23221.6603152
start iteration
done sorting
end inner loop
Iteration 16, inertia 23214.8471875
start iteration
done sorting
end inner loop
Iteration 17, inertia 23210.3225534
start iteration
done sorting
end inner loop
Iteration 18, inertia 23204.0367878
start iteration
done sorting
end inner loop
Iteration 19, inertia 23197.2872052
start iteration
done sorting
end inner loop
Iteration 20, inertia 23191.2647181
start iteration
done sorting
end inner loop
Iteration 21, inertia 23183.1495077
start iteration
done sorting
end inner loop
Iteration 22, inertia 23174.0428452
start iteration
done sorting
end inner loop
Iteration 23, inertia 23165.6001371
start iteration
done sorting
end inner loop
Iteration 24, inertia 23155.2003416
start iteration
done sorting
end inner loop
Iteration 25, inertia 23147.888118
start iteration
done sorting
end inner loop
Iteration 26, inertia 23142.7422907
start iteration
done sorting
end inner loop
Iteration 27, inertia 23135.4173353
start iteration
done sorting
end inner loop
Iteration 28, inertia 23127.5293827
start iteration
done sorting
end inner loop
Iteration 29, inertia 23123.3781538
start iteration
done sorting
end inner loop
Iteration 30, inertia 23118.3982407
start iteration
done sorting
end inner loop
Iteration 31, inertia 23113.1369141
start iteration
done sorting
end inner loop
Iteration 32, inertia 23108.2927557
start iteration
done sorting
end inner loop
Iteration 33, inertia 23101.6452671
start iteration
done sorting
end inner loop
Iteration 34, inertia 23093.5376586
start iteration
done sorting
end inner loop
Iteration 35, inertia 23091.5787546
start iteration
done sorting
end inner loop
Iteration 36, inertia 23090.0697912
start iteration
done sorting
end inner loop
Iteration 37, inertia 23088.3610811
start iteration
done sorting
end inner loop
Iteration 38, inertia 23087.7244706
start iteration
done sorting
end inner loop
Iteration 39, inertia 23086.5161665
start iteration
done sorting
end inner loop
Iteration 40, inertia 23083.8807335
start iteration
done sorting
end inner loop
Iteration 41, inertia 23081.2934329
start iteration
done sorting
end inner loop
Iteration 42, inertia 23081.2021812
start iteration
done sorting
end inner loop
Iteration 43, inertia 23081.2021812
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25611.3123944
start iteration
done sorting
end inner loop
Iteration 1, inertia 24378.6189997
start iteration
done sorting
end inner loop
Iteration 2, inertia 23847.3335788
start iteration
done sorting
end inner loop
Iteration 3, inertia 23629.0676653
start iteration
done sorting
end inner loop
Iteration 4, inertia 23508.4169328
start iteration
done sorting
end inner loop
Iteration 5, inertia 23440.096331
start iteration
done sorting
end inner loop
Iteration 6, inertia 23395.4788178
start iteration
done sorting
end inner loop
Iteration 7, inertia 23359.6449625
start iteration
done sorting
end inner loop
Iteration 8, inertia 23328.9434707
start iteration
done sorting
end inner loop
Iteration 9, inertia 23293.9225542
start iteration
done sorting
end inner loop
Iteration 10, inertia 23255.7018198
start iteration
done sorting
end inner loop
Iteration 11, inertia 23215.2429068
start iteration
done sorting
end inner loop
Iteration 12, inertia 23191.0617922
start iteration
done sorting
end inner loop
Iteration 13, inertia 23175.3384038
start iteration
done sorting
end inner loop
Iteration 14, inertia 23159.1178693
start iteration
done sorting
end inner loop
Iteration 15, inertia 23145.2520906
start iteration
done sorting
end inner loop
Iteration 16, inertia 23130.0899221
start iteration
done sorting
end inner loop
Iteration 17, inertia 23119.5174096
start iteration
done sorting
end inner loop
Iteration 18, inertia 23111.4848505
start iteration
done sorting
end inner loop
Iteration 19, inertia 23105.6236903
start iteration
done sorting
end inner loop
Iteration 20, inertia 23098.0206918
start iteration
done sorting
end inner loop
Iteration 21, inertia 23092.5215375
start iteration
done sorting
end inner loop
Iteration 22, inertia 23088.7736534
start iteration
done sorting
end inner loop
Iteration 23, inertia 23083.8556698
start iteration
done sorting
end inner loop
Iteration 24, inertia 23080.5866558
start iteration
done sorting
end inner loop
Iteration 25, inertia 23075.8516854
start iteration
done sorting
end inner loop
Iteration 26, inertia 23070.3789882
start iteration
done sorting
end inner loop
Iteration 27, inertia 23064.9000291
start iteration
done sorting
end inner loop
Iteration 28, inertia 23059.603997
start iteration
done sorting
end inner loop
Iteration 29, inertia 23056.4343527
start iteration
done sorting
end inner loop
Iteration 30, inertia 23053.8502014
start iteration
done sorting
end inner loop
Iteration 31, inertia 23052.1435841
start iteration
done sorting
end inner loop
Iteration 32, inertia 23049.0241515
start iteration
done sorting
end inner loop
Iteration 33, inertia 23045.7208968
start iteration
done sorting
end inner loop
Iteration 34, inertia 23042.7550148
start iteration
done sorting
end inner loop
Iteration 35, inertia 23041.3370103
start iteration
done sorting
end inner loop
Iteration 36, inertia 23039.8911952
start iteration
done sorting
end inner loop
Iteration 37, inertia 23038.0444725
start iteration
done sorting
end inner loop
Iteration 38, inertia 23037.020877
start iteration
done sorting
end inner loop
Iteration 39, inertia 23036.3943272
start iteration
done sorting
end inner loop
Iteration 40, inertia 23036.3943272
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.052
Number of clusters: 59

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24957.696134
start iteration
done sorting
end inner loop
Iteration 1, inertia 24024.4502786
start iteration
done sorting
end inner loop
Iteration 2, inertia 23671.5567791
start iteration
done sorting
end inner loop
Iteration 3, inertia 23490.0872891
start iteration
done sorting
end inner loop
Iteration 4, inertia 23391.8950772
start iteration
done sorting
end inner loop
Iteration 5, inertia 23328.7848711
start iteration
done sorting
end inner loop
Iteration 6, inertia 23279.2863076
start iteration
done sorting
end inner loop
Iteration 7, inertia 23238.1343225
start iteration
done sorting
end inner loop
Iteration 8, inertia 23199.7379667
start iteration
done sorting
end inner loop
Iteration 9, inertia 23164.7749589
start iteration
done sorting
end inner loop
Iteration 10, inertia 23132.6867028
start iteration
done sorting
end inner loop
Iteration 11, inertia 23111.3260212
start iteration
done sorting
end inner loop
Iteration 12, inertia 23082.8755129
start iteration
done sorting
end inner loop
Iteration 13, inertia 23059.060437
start iteration
done sorting
end inner loop
Iteration 14, inertia 23036.4541312
start iteration
done sorting
end inner loop
Iteration 15, inertia 23018.4709406
start iteration
done sorting
end inner loop
Iteration 16, inertia 23005.1585368
start iteration
done sorting
end inner loop
Iteration 17, inertia 22997.5426214
start iteration
done sorting
end inner loop
Iteration 18, inertia 22991.9682624
start iteration
done sorting
end inner loop
Iteration 19, inertia 22985.3616515
start iteration
done sorting
end inner loop
Iteration 20, inertia 22981.7459036
start iteration
done sorting
end inner loop
Iteration 21, inertia 22979.385471
start iteration
done sorting
end inner loop
Iteration 22, inertia 22976.7718186
start iteration
done sorting
end inner loop
Iteration 23, inertia 22974.0751934
start iteration
done sorting
end inner loop
Iteration 24, inertia 22972.304629
start iteration
done sorting
end inner loop
Iteration 25, inertia 22969.9296285
start iteration
done sorting
end inner loop
Iteration 26, inertia 22967.426071
start iteration
done sorting
end inner loop
Iteration 27, inertia 22964.6570221
start iteration
done sorting
end inner loop
Iteration 28, inertia 22962.2985958
start iteration
done sorting
end inner loop
Iteration 29, inertia 22957.8535543
start iteration
done sorting
end inner loop
Iteration 30, inertia 22952.3727806
start iteration
done sorting
end inner loop
Iteration 31, inertia 22945.9104399
start iteration
done sorting
end inner loop
Iteration 32, inertia 22938.0456938
start iteration
done sorting
end inner loop
Iteration 33, inertia 22934.2609322
start iteration
done sorting
end inner loop
Iteration 34, inertia 22928.4567379
start iteration
done sorting
end inner loop
Iteration 35, inertia 22923.9400445
start iteration
done sorting
end inner loop
Iteration 36, inertia 22920.3217568
start iteration
done sorting
end inner loop
Iteration 37, inertia 22917.9034049
start iteration
done sorting
end inner loop
Iteration 38, inertia 22913.146459
start iteration
done sorting
end inner loop
Iteration 39, inertia 22909.5213082
start iteration
done sorting
end inner loop
Iteration 40, inertia 22908.3825186
start iteration
done sorting
end inner loop
Iteration 41, inertia 22906.0832649
start iteration
done sorting
end inner loop
Iteration 42, inertia 22904.4670837
start iteration
done sorting
end inner loop
Iteration 43, inertia 22902.7817294
start iteration
done sorting
end inner loop
Iteration 44, inertia 22900.6762259
start iteration
done sorting
end inner loop
Iteration 45, inertia 22899.2386139
start iteration
done sorting
end inner loop
Iteration 46, inertia 22898.7528387
start iteration
done sorting
end inner loop
Iteration 47, inertia 22898.4296009
start iteration
done sorting
end inner loop
Iteration 48, inertia 22898.3903801
start iteration
done sorting
end inner loop
Iteration 49, inertia 22898.2567159
start iteration
done sorting
end inner loop
Iteration 50, inertia 22898.2567159
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.040
Number of clusters: 16

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25366.8752639
start iteration
done sorting
end inner loop
Iteration 1, inertia 24156.8348134
start iteration
done sorting
end inner loop
Iteration 2, inertia 23698.6303459
start iteration
done sorting
end inner loop
Iteration 3, inertia 23486.3167162
start iteration
done sorting
end inner loop
Iteration 4, inertia 23356.7728844
start iteration
done sorting
end inner loop
Iteration 5, inertia 23267.1231723
start iteration
done sorting
end inner loop
Iteration 6, inertia 23209.6404454
start iteration
done sorting
end inner loop
Iteration 7, inertia 23162.9627816
start iteration
done sorting
end inner loop
Iteration 8, inertia 23122.6276782
start iteration
done sorting
end inner loop
Iteration 9, inertia 23090.4223878
start iteration
done sorting
end inner loop
Iteration 10, inertia 23064.8865615
start iteration
done sorting
end inner loop
Iteration 11, inertia 23046.998647
start iteration
done sorting
end inner loop
Iteration 12, inertia 23036.4238196
start iteration
done sorting
end inner loop
Iteration 13, inertia 23025.9936039
start iteration
done sorting
end inner loop
Iteration 14, inertia 23015.4746034
start iteration
done sorting
end inner loop
Iteration 15, inertia 23007.8443992
start iteration
done sorting
end inner loop
Iteration 16, inertia 23000.648355
start iteration
done sorting
end inner loop
Iteration 17, inertia 22994.0618734
start iteration
done sorting
end inner loop
Iteration 18, inertia 22989.1418774
start iteration
done sorting
end inner loop
Iteration 19, inertia 22983.968567
start iteration
done sorting
end inner loop
Iteration 20, inertia 22978.608858
start iteration
done sorting
end inner loop
Iteration 21, inertia 22973.5412805
start iteration
done sorting
end inner loop
Iteration 22, inertia 22966.5801451
start iteration
done sorting
end inner loop
Iteration 23, inertia 22959.1648099
start iteration
done sorting
end inner loop
Iteration 24, inertia 22954.7078475
start iteration
done sorting
end inner loop
Iteration 25, inertia 22950.4916112
start iteration
done sorting
end inner loop
Iteration 26, inertia 22947.4015166
start iteration
done sorting
end inner loop
Iteration 27, inertia 22943.1936368
start iteration
done sorting
end inner loop
Iteration 28, inertia 22937.0724047
start iteration
done sorting
end inner loop
Iteration 29, inertia 22930.7243167
start iteration
done sorting
end inner loop
Iteration 30, inertia 22928.4562605
start iteration
done sorting
end inner loop
Iteration 31, inertia 22926.6355885
start iteration
done sorting
end inner loop
Iteration 32, inertia 22924.8051219
start iteration
done sorting
end inner loop
Iteration 33, inertia 22924.2671764
start iteration
done sorting
end inner loop
Iteration 34, inertia 22924.030664
start iteration
done sorting
end inner loop
Iteration 35, inertia 22924.0234368
start iteration
done sorting
end inner loop
Iteration 36, inertia 22924.0234368
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.056
Number of clusters: 60

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25109.9460103
start iteration
done sorting
end inner loop
Iteration 1, inertia 23952.552021
start iteration
done sorting
end inner loop
Iteration 2, inertia 23497.5534297
start iteration
done sorting
end inner loop
Iteration 3, inertia 23295.5922659
start iteration
done sorting
end inner loop
Iteration 4, inertia 23170.2267902
start iteration
done sorting
end inner loop
Iteration 5, inertia 23083.1402571
start iteration
done sorting
end inner loop
Iteration 6, inertia 23022.233367
start iteration
done sorting
end inner loop
Iteration 7, inertia 22978.64002
start iteration
done sorting
end inner loop
Iteration 8, inertia 22951.7072294
start iteration
done sorting
end inner loop
Iteration 9, inertia 22930.3369915
start iteration
done sorting
end inner loop
Iteration 10, inertia 22914.2402673
start iteration
done sorting
end inner loop
Iteration 11, inertia 22904.1259851
start iteration
done sorting
end inner loop
Iteration 12, inertia 22900.3417771
start iteration
done sorting
end inner loop
Iteration 13, inertia 22896.5560489
start iteration
done sorting
end inner loop
Iteration 14, inertia 22890.681771
start iteration
done sorting
end inner loop
Iteration 15, inertia 22889.2739762
start iteration
done sorting
end inner loop
Iteration 16, inertia 22887.9971157
start iteration
done sorting
end inner loop
Iteration 17, inertia 22884.9827386
start iteration
done sorting
end inner loop
Iteration 18, inertia 22884.4463189
start iteration
done sorting
end inner loop
Iteration 19, inertia 22884.2909844
start iteration
done sorting
end inner loop
Iteration 20, inertia 22884.2909844
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.065
Number of clusters: 61

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25300.8228915
start iteration
done sorting
end inner loop
Iteration 1, inertia 24114.6126931
start iteration
done sorting
end inner loop
Iteration 2, inertia 23680.64694
start iteration
done sorting
end inner loop
Iteration 3, inertia 23486.5732051
start iteration
done sorting
end inner loop
Iteration 4, inertia 23356.1338998
start iteration
done sorting
end inner loop
Iteration 5, inertia 23245.9360391
start iteration
done sorting
end inner loop
Iteration 6, inertia 23174.4353671
start iteration
done sorting
end inner loop
Iteration 7, inertia 23115.8137821
start iteration
done sorting
end inner loop
Iteration 8, inertia 23067.7588971
start iteration
done sorting
end inner loop
Iteration 9, inertia 23029.2153889
start iteration
done sorting
end inner loop
Iteration 10, inertia 22999.4205434
start iteration
done sorting
end inner loop
Iteration 11, inertia 22976.1736635
start iteration
done sorting
end inner loop
Iteration 12, inertia 22951.5062109
start iteration
done sorting
end inner loop
Iteration 13, inertia 22938.0533356
start iteration
done sorting
end inner loop
Iteration 14, inertia 22928.664152
start iteration
done sorting
end inner loop
Iteration 15, inertia 22920.066467
start iteration
done sorting
end inner loop
Iteration 16, inertia 22910.6172271
start iteration
done sorting
end inner loop
Iteration 17, inertia 22902.8712156
start iteration
done sorting
end inner loop
Iteration 18, inertia 22898.8671585
start iteration
done sorting
end inner loop
Iteration 19, inertia 22896.2731639
start iteration
done sorting
end inner loop
Iteration 20, inertia 22894.0500507
start iteration
done sorting
end inner loop
Iteration 21, inertia 22893.1552949
start iteration
done sorting
end inner loop
Iteration 22, inertia 22892.9201632
start iteration
done sorting
end inner loop
Iteration 23, inertia 22892.7943895
start iteration
done sorting
end inner loop
Iteration 24, inertia 22892.2067563
start iteration
done sorting
end inner loop
Iteration 25, inertia 22892.0712209
start iteration
done sorting
end inner loop
Iteration 26, inertia 22892.0712209
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25519.9495648
start iteration
done sorting
end inner loop
Iteration 1, inertia 24338.9423075
start iteration
done sorting
end inner loop
Iteration 2, inertia 23879.993734
start iteration
done sorting
end inner loop
Iteration 3, inertia 23627.7412014
start iteration
done sorting
end inner loop
Iteration 4, inertia 23493.1778562
start iteration
done sorting
end inner loop
Iteration 5, inertia 23410.7000389
start iteration
done sorting
end inner loop
Iteration 6, inertia 23357.7412245
start iteration
done sorting
end inner loop
Iteration 7, inertia 23321.7677202
start iteration
done sorting
end inner loop
Iteration 8, inertia 23294.0812174
start iteration
done sorting
end inner loop
Iteration 9, inertia 23274.7536867
start iteration
done sorting
end inner loop
Iteration 10, inertia 23263.5692652
start iteration
done sorting
end inner loop
Iteration 11, inertia 23254.0044128
start iteration
done sorting
end inner loop
Iteration 12, inertia 23245.8785553
start iteration
done sorting
end inner loop
Iteration 13, inertia 23237.2660199
start iteration
done sorting
end inner loop
Iteration 14, inertia 23230.2940341
start iteration
done sorting
end inner loop
Iteration 15, inertia 23223.7860548
start iteration
done sorting
end inner loop
Iteration 16, inertia 23219.872645
start iteration
done sorting
end inner loop
Iteration 17, inertia 23216.449272
start iteration
done sorting
end inner loop
Iteration 18, inertia 23212.3154671
start iteration
done sorting
end inner loop
Iteration 19, inertia 23208.9961344
start iteration
done sorting
end inner loop
Iteration 20, inertia 23206.2897633
start iteration
done sorting
end inner loop
Iteration 21, inertia 23203.839568
start iteration
done sorting
end inner loop
Iteration 22, inertia 23201.9662009
start iteration
done sorting
end inner loop
Iteration 23, inertia 23196.3580502
start iteration
done sorting
end inner loop
Iteration 24, inertia 23192.8341805
start iteration
done sorting
end inner loop
Iteration 25, inertia 23190.6426313
start iteration
done sorting
end inner loop
Iteration 26, inertia 23188.985612
start iteration
done sorting
end inner loop
Iteration 27, inertia 23188.0086053
start iteration
done sorting
end inner loop
Iteration 28, inertia 23186.9908951
start iteration
done sorting
end inner loop
Iteration 29, inertia 23186.7222842
start iteration
done sorting
end inner loop
Iteration 30, inertia 23186.615678
start iteration
done sorting
end inner loop
Iteration 31, inertia 23186.4689213
start iteration
done sorting
end inner loop
Iteration 32, inertia 23186.3972115
start iteration
done sorting
end inner loop
Iteration 33, inertia 23186.2964742
start iteration
done sorting
end inner loop
Iteration 34, inertia 23186.1445168
start iteration
done sorting
end inner loop
Iteration 35, inertia 23186.0641796
start iteration
done sorting
end inner loop
Iteration 36, inertia 23186.0641796
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.068
Number of clusters: 62

Silhouette Coefficient: 0.034
Number of clusters: 46

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25026.0928491
start iteration
done sorting
end inner loop
Iteration 1, inertia 24004.6852173
start iteration
done sorting
end inner loop
Iteration 2, inertia 23563.5870871
start iteration
done sorting
end inner loop
Iteration 3, inertia 23314.5643057
start iteration
done sorting
end inner loop
Iteration 4, inertia 23161.6246136
start iteration
done sorting
end inner loop
Iteration 5, inertia 23068.1812272
start iteration
done sorting
end inner loop
Iteration 6, inertia 23007.5431314
start iteration
done sorting
end inner loop
Iteration 7, inertia 22964.1447072
start iteration
done sorting
end inner loop
Iteration 8, inertia 22937.7802058
start iteration
done sorting
end inner loop
Iteration 9, inertia 22918.886083
start iteration
done sorting
end inner loop
Iteration 10, inertia 22895.250929
start iteration
done sorting
end inner loop
Iteration 11, inertia 22869.6043859
start iteration
done sorting
end inner loop
Iteration 12, inertia 22851.9293193
start iteration
done sorting
end inner loop
Iteration 13, inertia 22836.7818504
start iteration
done sorting
end inner loop
Iteration 14, inertia 22827.9404275
start iteration
done sorting
end inner loop
Iteration 15, inertia 22819.7778975
start iteration
done sorting
end inner loop
Iteration 16, inertia 22814.0918272
start iteration
done sorting
end inner loop
Iteration 17, inertia 22810.2587925
start iteration
done sorting
end inner loop
Iteration 18, inertia 22808.8274344
start iteration
done sorting
end inner loop
Iteration 19, inertia 22807.17531
start iteration
done sorting
end inner loop
Iteration 20, inertia 22805.8485916
start iteration
done sorting
end inner loop
Iteration 21, inertia 22802.4217214
start iteration
done sorting
end inner loop
Iteration 22, inertia 22801.0841202
start iteration
done sorting
end inner loop
Iteration 23, inertia 22800.3917178
start iteration
done sorting
end inner loop
Iteration 24, inertia 22799.3540501
start iteration
done sorting
end inner loop
Iteration 25, inertia 22798.3557727
start iteration
done sorting
end inner loop
Iteration 26, inertia 22797.66765
start iteration
done sorting
end inner loop
Iteration 27, inertia 22796.7707915
start iteratiInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24924.8484341
start iteration
done sorting
end inner loop
Iteration 1, inertia 23969.2622254
start iteration
done sorting
end inner loop
Iteration 2, inertia 23603.2817927
start iteration
done sorting
end inner loop
Iteration 3, inertia 23409.3706467
start iteration
done sorting
end inner loop
Iteration 4, inertia 23303.9666876
start iteration
done sorting
end inner loop
Iteration 5, inertia 23228.9033765
start iteration
done sorting
end inner loop
Iteration 6, inertia 23183.4210953
start iteration
done sorting
end inner loop
Iteration 7, inertia 23154.9388332
start iteration
done sorting
end inner loop
Iteration 8, inertia 23126.2294161
start iteration
done sorting
end inner loop
Iteration 9, inertia 23103.4136039
start iteration
done sorting
end inner loop
Iteration 10, inertia 23086.6676336
start iteration
done sorting
end inner loop
Iteration 11, inertia 23068.8753556
start iteration
done sorting
end inner loop
Iteration 12, inertia 23052.4552062
start iteration
done sorting
end inner loop
Iteration 13, inertia 23039.7548191
start iteration
done sorting
end inner loop
Iteration 14, inertia 23031.1528005
start iteration
done sorting
end inner loop
Iteration 15, inertia 23024.6216763
start iteration
done sorting
end inner loop
Iteration 16, inertia 23020.3807966
start iteration
done sorting
end inner loop
Iteration 17, inertia 23016.8665015
start iteration
done sorting
end inner loop
Iteration 18, inertia 23016.0296324
start iteration
done sorting
end inner loop
Iteration 19, inertia 23015.6992452
start iteration
done sorting
end inner loop
Iteration 20, inertia 23014.4600917
start iteration
done sorting
end inner loop
Iteration 21, inertia 23013.168617
start iteration
done sorting
end inner loop
Iteration 22, inertia 23012.8303513
start iteration
done sorting
end inner loop
Iteration 23, inertia 23012.3014426
start iteration
done sorting
end inner loop
Iteration 24, inertia 23010.9133237
start iteration
done sorting
end inner loop
Iteration 25, inertia 23009.8014544
start iteration
done sorting
end inner loop
Iteration 26, inertia 23008.8328904
start iteration
done sorting
end inner loop
Iteration 27, inertia 23008.7265342
start iteration
done sorting
end inner loop
Iteration 28, inertia 23008.5886303
start iteration
done sorting
end inner loop
Iteration 29, inertia 23007.9046374
start iteration
done sorting
end inner loop
Iteration 30, inertia 23007.2998942
start iteration
done sorting
end inner loop
Iteration 31, inertia 23006.7596595
start iteration
done sorting
end inner loop
Iteration 32, inertia 23005.9428936
start iteration
done sorting
end inner loop
Iteration 33, inertia 23004.7686667
start iteration
done sorting
end inner loop
Iteration 34, inertia 23003.9273201
start iteration
done sorting
end inner loop
Iteration 35, inertia 23003.2139394
start iteration
done sorting
end inner loop
Iteration 36, inertia 23001.7584386
start iteration
done sorting
end inner loop
Iteration 37, inertia 22999.6422153
start iteration
done sorting
end inner loop
Iteration 38, inertia 22998.4173174
start iteration
done sorting
end inner loop
Iteration 39, inertia 22996.6558228
start iteration
done sorting
end inner loop
Iteration 40, inertia 22995.3950494
start iteration
done sorting
end inner loop
Iteration 41, inertia 22994.47723
start iteration
done sorting
end inner loop
Iteration 42, inertia 22993.9627537
start iteration
done sorting
end inner loop
Iteration 43, inertia 22993.0918011
start iteration
done sorting
end inner loop
Iteration 44, inertia 22992.6662518
start iteration
done sorting
end inner loop
Iteration 45, inertia 22991.2277273
start iteration
done sorting
end inner loop
Iteration 46, inertia 22990.0516755
start iteration
done sorting
end inner loop
Iteration 47, inertia 22989.7415809
start iteration
done sorting
end inner loop
Iteration 48, inertia 22988.8058717
start iteration
done sorting
end inner loop
Iteration 49, inertia 22987.6770371
start iteration
done sorting
end inner loop
Iteration 50, inertia 22986.0468495
start iteration
done sorting
end inner loop
Iteration 51, inertia 22985.331888
start iteration
done sorting
end inner loop
Iteration 52, inertia 22983.3971176
start iteration
done sorting
end inner loop
Iteration 53, inertia 22982.4098765
start iteration
done sorting
end inner loop
Iteration 54, inertia 22982.2005288
start iteration
done sorting
end inner loop
Iteration 55, inertia 22982.2005288
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.048
Number of clusters: 63

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24876.1415431
start iteration
done sorting
end inner loop
Iteration 1, inertia 24057.8596136
start iteration
done sorting
end inner loop
Iteration 2, inertia 23666.0981361
start iteration
done sorting
end inner loop
Iteration 3, inertia 23436.1013928
start iteration
done sorting
end inner loop
Iteration 4, inertia 23271.3243912
start iteration
done sorting
end inner loop
Iteration 5, inertia 23163.1531773
start iteration
done sorting
end inner loop
Iteration 6, inertia 23093.9995268
start iteration
done sorting
end inner loop
Iteration 7, inertia 23055.4328428
start iteration
done sorting
end inner loop
Iteration 8, inertia 23022.387935
start iteration
done sorting
end inner loop
Iteration 9, inertia 22997.3211041
start iteration
done sorting
end inner loop
Iteration 10, inertia 22977.1641379
start iteration
done sorting
end inner loop
Iteration 11, inertia 22963.0004726
start iteration
done sorting
end inner loop
Iteration 12, inertia 22944.4220308
start iteration
done sorting
end inner loop
Iteration 13, inertia 22927.3937793
start iteration
done sorting
end inner loop
Iteration 14, inertia 22916.1670277
start iteration
done sorting
end inner loop
Iteration 15, inertia 22905.0404086
start iteration
done sorting
end inner loop
Iteration 16, inertia 22894.892924
start iteration
done sorting
end inner loop
Iteration 17, inertia 22884.9025592
start iteration
done sorting
end inner loop
Iteration 18, inertia 22873.8613759
start iteration
done sorting
end inner loop
Iteration 19, inertia 22858.8652755
start iteration
done sorting
end inner loop
Iteration 20, inertia 22843.8848942
start iteration
done sorting
end inner loop
Iteration 21, inertia 22828.0658499
start iteration
done sorting
end inner loop
Iteration 22, inertia 22820.8516796
start iteration
done sorting
end inner loop
Iteration 23, inertia 22813.7854124
start iteration
done sorting
end inner loop
Iteration 24, inertia 22808.2359375
start iteration
done sorting
end inner loop
Iteration 25, inertia 22803.6085864
start iteration
done sorting
end inner loop
Iteration 26, inertia 22800.2772806
start iteration
done sorting
end inner loop
Iteration 27, inertia 22797.4340774
start iteration
done sorting
end inner loop
Iteration 28, inertia 22792.1711105
start iteration
done sorting
end inner loop
Iteration 29, inertia 22789.7286492
start iteration
done sorting
end inner loop
Iteration 30, inertia 22788.0569692
start iteration
done sorting
end inner loop
Iteration 31, inertia 22787.423043
start iteration
done sorting
end inner loop
Iteration 32, inertia 22787.355996
start iteration
done sorting
end inner loop
Iteration 33, inertia 22787.1970318
start iteration
done sorting
end inner loop
Iteration 34, inertia 22787.1970318
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25176.8242777
start iteration
done sorting
end inner loop
Iteration 1, inertia 24086.8746334
start iteration
done sorting
end inner loop
Iteration 2, inertia 23645.064858
start iteration
done sorting
end inner loop
Iteration 3, inertia 23432.610771
start iteration
done sorting
end inner loop
Iteration 4, inertia 23310.7310244
start iteration
done sorting
end inner loop
Iteration 5, inertia 23241.4427986
start iteration
done sorting
end inner loop
Iteration 6, inertia 23190.0827078
start iteration
done sorting
end inner loop
Iteration 7, inertia 23156.4301524
start iteration
done sorting
end inner loop
Iteration 8, inertia 23129.5295263
start iteration
done sorting
end inner loop
Iteration 9, inertia 23108.5640622
start iteration
done sorting
end inner loop
Iteration 10, inertia 23087.6527426
start iteration
done sorting
end inner loop
Iteration 11, inertia 23063.7449416
start iteration
done sorting
end inner loop
Iteration 12, inertia 23042.0543002
start iteration
done sorting
end inner loop
Iteration 13, inertia 23023.8639136
start iteration
done sorting
end inner loop
Iteration 14, inertia 23012.4489119
start iteration
done sorting
end inner loop
Iteration 15, inertia 23003.0306133
start iteration
done sorting
end inner loop
Iteration 16, inertia 22992.2395841
start iteration
done sorting
end inner loop
Iteration 17, inertia 22983.9784136
start iteration
done sorting
end inner loop
Iteration 18, inertia 22978.5722345
start iteration
done sorting
end inner loop
Iteration 19, inertia 22974.4399593
start iteration
done sorting
end inner loop
Iteration 20, inertia 22971.63947
start iteration
done sorting
end inner loop
Iteration 21, inertia 22969.621101
start iteration
done sorting
end inner loop
Iteration 22, inertia 22967.4157714
start iteration
done sorting
end inner loop
Iteration 23, inertia 22965.200792
start iteration
done sorting
end inner loop
Iteration 24, inertia 22963.4415918
start iteration
done sorting
end inner loop
Iteration 25, inertia 22963.0120473
start iteration
done sorting
end inner loop
Iteration 26, inertia 22962.472985
start iteration
done sorting
end inner loop
Iteration 27, inertia 22962.0143888
start iteration
done sorting
end inner loop
Iteration 28, inertia 22961.5972278
start iteration
done sorting
end inner loop
Iteration 29, inertia 22960.715094
start iteration
done sorting
end inner loop
Iteration 30, inertia 22960.6674249
start iteration
done sorting
end inner loop
Iteration 31, inertia 22960.3606488
start iteration
done sorting
end inner loop
Iteration 32, inertia 22960.0394804
start iteration
done sorting
end inner loop
Iteration 33, inertia 22959.7783871
start iteration
done sorting
end inner loop
Iteration 34, inertia 22959.708336
start iteration
done sorting
end inner loop
Iteration 35, inertia 22959.4566197
start iteration
done sorting
end inner loop
Iteration 36, inertia 22959.1877906
start iteration
done sorting
end inner loop
Iteration 37, inertia 22959.0439693
start iteration
done sorting
end inner loop
Iteration 38, inertia 22959.0439693
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.068
Number of clusters: 64

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25586.3976173
start iteration
done sorting
end inner loop
Iteration 1, inertia 24285.5371159
start iteration
done sorting
end inner loop
Iteration 2, inertia 23741.7390285
start iteration
done sorting
end inner loop
Iteration 3, inertia 23473.9039533
start iteration
done sorting
end inner loop
Iteration 4, inertia 23301.1877422
start iteration
done sorting
end inner loop
Iteration 5, inertia 23185.8992693
start iteration
done sorting
end inner loop
Iteration 6, inertia 23113.915149
start iteration
done sorting
end inner loop
Iteration 7, inertia 23068.6183309
start iteration
done sorting
end inner loop
Iteration 8, inertia 23023.8323984
start iteration
done sorting
end inner loop
Iteration 9, inertia 22988.6895008
start iteration
done sorting
end inner loop
Iteration 10, inertia 22966.8821557
start iteration
done sorting
end inner loop
Iteration 11, inertia 22945.1674407
start iteration
done sorting
end inner loop
Iteration 12, inertia 22918.9261991
start iteration
done sorting
end inner loop
Iteration 13, inertia 22884.9931096
start iteration
done sorting
end inner loop
Iteration 14, inertia 22867.8650672
start iteration
done sorting
end inner loop
Iteration 15, inertia 22851.6283271
start iteration
done sorting
end inner loop
Iteration 16, inertia 22837.0770249
start iteration
done sorting
end inner loop
Iteration 17, inertia 22830.3089755
start iteration
done sorting
end inner loop
Iteration 18, inertia 22823.2023818
start iteration
done sorting
end inner loop
Iteration 19, inertia 22819.4206928
start iteration
done sorting
end inner loop
Iteration 20, inertia 22816.2810707
start iteration
done sorting
end inner loop
Iteration 21, inertia 22813.2868618
start iteration
done sorting
end inner loop
Iteration 22, inertia 22810.4075387
start iteration
done sorting
end inner loop
Iteration 23, inertia 22807.4652839
start iteration
done sorting
end inner loop
Iteration 24, inertia 22806.0349405
start iteration
done sorting
end inner loop
Iteration 25, inertia 22804.7827247
start iteration
done sorting
end inner loop
Iteration 26, inertia 22803.582445
start iteration
done sorting
end inner loop
Iteration 27, inertia 22803.4054743
start iteration
done sorting
end inner loop
Iteration 28, inertia 22803.2348579
start iteration
done sorting
end inner loop
Iteration 29, inertia 22802.9569191
start iteration
done sorting
end inner loop
Iteration 30, inertia 22802.9569191
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25355.3676214
start iteration
done sorting
end inner loop
Iteration 1, inertia 24017.1014515
start iteration
done sorting
end inner loop
Iteration 2, inertia 23507.5795381
start iteration
done sorting
end inner loop
Iteration 3, inertia 23274.2040839
start iteration
done sorting
end inner loop
Iteration 4, inertia 23112.1018494
start iteration
done sorting
end inner loop
Iteration 5, inertia 22998.5482713
start iteration
done sorting
end inner loop
Iteration 6, inertia 22930.3869379
start iteration
done sorting
end inner loop
Iteration 7, inertia 22871.7290645
start iteration
done sorting
end inner loop
Iteration 8, inertia 22823.535797
start iteration
done sorting
end inner loop
Iteration 9, inertia 22793.9713076
start iteration
done sorting
end inner loop
Iteration 10, inertia 22771.3038922
start iteration
done sorting
end inner loop
Iteration 11, inertia 22756.1383044
start iteration
done sorting
end inner loop
Iteration 12, inertia 22737.8142362
start iteration
done sorting
end inner loop
Iteration 13, inertia 22722.2595715
start iteration
done sorting
end inner loop
Iteration 14, inertia 22707.7910804
start iteration
done sorting
end inner loop
Iteration 15, inertia 22697.5650985
start iteration
done sorting
end inner loop
Iteration 16, inertia 22688.060242
start iteration
done sorting
end inner loop
Iteration 17, inertia 22680.046054
start iteration
done sorting
end inner loop
Iteration 18, inertia 22673.2223782
start iteration
done sorting
end inner loop
Iteration 19, inertia 22666.5844136
start iteration
done sorting
end inner loop
Iteration 20, inertia 22663.9252118
start iteration
done sorting
end inner loop
Iteration 21, inertia 22661.4003911
start iteration
done sorting
end inner loop
Iteration 22, inertia 22657.7904709
start iteration
done sorting
end inner loop
Iteration 23, inertia 22656.2534389
start iteration
done sorting
end inner loop
Iteration 24, inertia 22655.6225428
start iteration
done sorting
end inner loop
Iteration 25, inertia 22655.4727359
start iteration
done sorting
end inner loop
Iteration 26, inertia 22655.4727359
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.106
Number of clusters: 23

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25485.494223
start iteration
done sorting
end inner loop
Iteration 1, inertia 24177.1370439
start iteration
done sorting
end inner loop
Iteration 2, inertia 23644.4706709
start iteration
done sorting
end inner loop
Iteration 3, inertia 23398.706454
start iteration
done sorting
end inner loop
Iteration 4, inertia 23249.6616867
start iteration
done sorting
end inner loop
Iteration 5, inertia 23143.2732936
start iteration
done sorting
end inner loop
Iteration 6, inertia 23064.2308164
start iteration
done sorting
end inner loop
Iteration 7, inertia 22990.0646973
start iteration
done sorting
end inner loop
Iteration 8, inertia 22932.3015616
start iteration
done sorting
end inner loop
Iteration 9, inertia 22888.3791885
start iteration
done sorting
end inner loop
Iteration 10, inertia 22851.76573
start iteration
done sorting
end inner loop
Iteration 11, inertia 22813.3790535
start iteration
done sorting
end inner loop
Iteration 12, inertia 22785.3210738
start iteration
done sorting
end inner loop
Iteration 13, inertia 22761.7543547
start iteration
done sorting
end inner loop
Iteration 14, inertia 22747.4823027
start iteration
done sorting
end inner loop
Iteration 15, inertia 22733.3735619
start iteration
done sorting
end inner loop
Iteration 16, inertia 22715.0481848
start iteration
done sorting
end inner loop
Iteration 17, inertia 22689.4225593
start iteration
done sorting
end inner loop
Iteration 18, inertia 22675.6623172
start iteration
done sorting
end inner loop
Iteration 19, inertia 22661.5659466
start iteration
done sorting
end inner loop
Iteration 20, inertia 22653.7596913
start iteration
done sorting
end inner loop
Iteration 21, inertia 22643.9956179
start iteration
done sorting
end inner loop
Iteration 22, inertia 22636.3622126
start iteration
done sorting
end inner loop
Iteration 23, inertia 22630.9020164
start iteration
done sorting
end inner loop
Iteration 24, inertia 22628.3671834
start iteration
done sorting
end inner loop
Iteration 25, inertia 22626.4058392
start iteration
done sorting
end inner loop
Iteration 26, inertia 22620.8190076
start iteration
done sorting
end inner loop
Iteration 27, inertia 22616.9625032
start iteration
done sorting
end inner loop
Iteration 28, inertia 22612.5781328
start iteration
done sorting
end inner loop
Iteration 29, inertia 22609.1837949
start iteration
done sorting
end inner loop
Iteration 30, inertia 22605.4793134
start iteration
done sorting
end inner loop
Iteration 31, inertia 22603.3849399
start iteration
done sorting
end inner loop
Iteration 32, inertia 22601.1873252
start iteration
done sorting
end inner loop
Iteration 33, inertia 22599.3498813
start iteration
done sorting
end inner loop
Iteration 34, inertia 22598.7084308
start iteration
done sorting
end inner loop
Iteration 35, inertia 22598.454441
start iteration
done sorting
end inner loop
Iteration 36, inertia 22598.454441
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.062
Number of clusters: 65

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24638.212464
start iteration
done sorting
end inner loop
Iteration 1, inertia 23799.9403975
start iteration
done sorting
end inner loop
Iteration 2, inertia 23456.4538157
start iteration
done sorting
end inner loop
Iteration 3, inertia 23258.3994032
start iteration
done sorting
end inner loop
Iteration 4, inertia 23125.981398
start iteration
done sorting
end inner loop
Iteration 5, inertia 23031.1897684
start iteration
done sorting
end inner loop
Iteration 6, inertia 22953.7144622
start iteration
done sorting
end inner loop
Iteration 7, inertia 22904.9894223
start iteration
done sorting
end inner loop
Iteration 8, inertia 22877.234084
start iteration
done sorting
end inner loop
Iteration 9, inertia 22854.2135572
start iteration
done sorting
end inner loop
Iteration 10, inertia 22835.2878507
start iteration
done sorting
end inner loop
Iteration 11, inertia 22819.3955342
start iteration
done sorting
end inner loop
Iteration 12, inertia 22810.0607337
start iteration
done sorting
end inner loop
Iteration 13, inertia 22801.5989806
start iteration
done sorting
end inner loop
Iteration 14, inertia 22792.5305501
start iteration
done sorting
end inner loop
Iteration 15, inertia 22784.5139281
start iteration
done sorting
end inner loop
Iteration 16, inertia 22778.7744823
start iteration
done sorting
end inner loop
Iteration 17, inertia 22771.1373584
start iteration
done sorting
end inner loop
Iteration 18, inertia 22763.5205726
start iteration
done sorting
end inner loop
Iteration 19, inertia 22758.3703304
start iteration
done sorting
end inner loop
Iteration 20, inertia 22753.5489525
start iteration
done sorting
end inner loop
Iteration 21, inertia 22749.0795965
start iteration
done sorting
end inner loop
Iteration 22, inertia 22745.2501375
start iteration
dInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25305.7315652
start iteration
done sorting
end inner loop
Iteration 1, inertia 24160.8086381
start iteration
done sorting
end inner loop
Iteration 2, inertia 23715.8508593
start iteration
done sorting
end inner loop
Iteration 3, inertia 23514.4891993
start iteration
done sorting
end inner loop
Iteration 4, inertia 23373.750151
start iteration
done sorting
end inner loop
Iteration 5, inertia 23266.7092648
start iteration
done sorting
end inner loop
Iteration 6, inertia 23195.811106
start iteration
done sorting
end inner loop
Iteration 7, inertia 23155.3420909
start iteration
done sorting
end inner loop
Iteration 8, inertia 23114.434971
start iteration
done sorting
end inner loop
Iteration 9, inertia 23081.7996022
start iteration
done sorting
end inner loop
Iteration 10, inertia 23065.3722503
start iteration
done sorting
end inner loop
Iteration 11, inertia 23046.3223832
start iteration
done sorting
end inner loop
Iteration 12, inertia 23026.2962822
start iteration
done sorting
end inner loop
Iteration 13, inertia 23010.9880233
start iteration
done sorting
end inner loop
Iteration 14, inertia 22995.45294
start iteration
done sorting
end inner loop
Iteration 15, inertia 22976.3888602
start iteration
done sorting
end inner loop
Iteration 16, inertia 22963.1634204
start iteration
done sorting
end inner loop
Iteration 17, inertia 22955.2975503
start iteration
done sorting
end inner loop
Iteration 18, inertia 22950.1409602
start iteration
done sorting
end inner loop
Iteration 19, inertia 22944.8639549
start iteration
done sorting
end inner loop
Iteration 20, inertia 22939.4087384
start iteration
done sorting
end inner loop
Iteration 21, inertia 22932.8610163
start iteration
done sorting
end inner loop
Iteration 22, inertia 22926.4428192
start iteration
done sorting
end inner loop
Iteration 23, inertia 22920.663101
start iteration
done sorting
end inner loop
Iteration 24, inertia 22917.9268533
start iteration
done sorting
end inner loop
Iteration 25, inertia 22914.9442577
start iteration
done sorting
end inner loop
Iteration 26, inertia 22912.3070801
start iteration
done sorting
end inner loop
Iteration 27, inertia 22908.5199167
start iteration
done sorting
end inner loop
Iteration 28, inertia 22904.425834
start iteration
done sorting
end inner loop
Iteration 29, inertia 22897.0318374
start iteration
done sorting
end inner loop
Iteration 30, inertia 22889.125814
start iteration
done sorting
end inner loop
Iteration 31, inertia 22882.8432629
start iteration
done sorting
end inner loop
Iteration 32, inertia 22877.3474896
start iteration
done sorting
end inner loop
Iteration 33, inertia 22873.5480082
start iteration
done sorting
end inner loop
Iteration 34, inertia 22870.3923235
start iteration
done sorting
end inner loop
Iteration 35, inertia 22867.8350299
start iteration
done sorting
end inner loop
Iteration 36, inertia 22864.5251782
start iteration
done sorting
end inner loop
Iteration 37, inertia 22864.2775192
start iteration
done sorting
end inner loop
Iteration 38, inertia 22863.8621415
start iteration
done sorting
end inner loop
Iteration 39, inertia 22862.6847966
start iteration
done sorting
end inner loop
Iteration 40, inertia 22860.8675503
start iteration
done sorting
end inner loop
Iteration 41, inertia 22859.30552
start iteration
done sorting
end inner loop
Iteration 42, inertia 22858.5792555
start iteration
done sorting
end inner loop
Iteration 43, inertia 22857.5615191
start iteration
done sorting
end inner loop
Iteration 44, inertia 22856.4981028
start iteration
done sorting
end inner loop
Iteration 45, inertia 22855.8675108
start iteration
done sorting
end inner loop
Iteration 46, inertia 22855.3178914
start iteration
done sorting
end inner loop
Iteration 47, inertia 22855.1293558
start iteration
done sorting
end inner loop
Iteration 48, inertia 22855.0408462
start iteration
done sorting
end inner loop
Iteration 49, inertia 22855.0408462
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25213.6693937
start iteration
done sorting
end inner loop
Iteration 1, inertia 23958.8829293
start iteration
done sorting
end inner loop
Iteration 2, inertia 23470.4712615
start iteration
done sorting
end inner loop
Iteration 3, inertia 23245.5419656
start iteration
done sorting
end inner loop
Iteration 4, inertia 23101.1817612
start iteration
done sorting
end inner loop
Iteration 5, inertia 23017.8020671
start iteration
done sorting
end inner loop
Iteration 6, inertia 22963.928868
start iteration
done sorting
end inner loop
Iteration 7, inertia 22923.1322957
start iteration
done sorting
end inner loop
Iteration 8, inertia 22890.5287336
start iteration
done sorting
end inner loop
Iteration 9, inertia 22876.3049072
start iteration
done sorting
end inner loop
Iteration 10, inertia 22865.0074283
start iteration
done sorting
end inner loop
Iteration 11, inertia 22854.5482935
start iteration
done sorting
end inner loop
Iteration 12, inertia 22845.6139821
start iteration
done sorting
end inner loop
Iteration 13, inertia 22838.4886985
start iteration
done sorting
end inner loop
Iteration 14, inertia 22832.744129
start iteration
done sorting
end inner loop
Iteration 15, inertia 22828.1509042
start iteration
done sorting
end inner loop
Iteration 16, inertia 22822.6210364
start iteration
done sorting
end inner loop
Iteration 17, inertia 22820.5532086
start iteration
done sorting
end inner loop
Iteration 18, inertia 22818.9745223
start iteration
done sorting
end inner loop
Iteration 19, inertia 22816.610598
start iteration
done sorting
end inner loop
Iteration 20, inertia 22812.1168819
start iteration
done sorting
end inner loop
Iteration 21, inertia 22809.4378508
start iteration
done sorting
end inner loop
Iteration 22, inertia 22807.9728648
start iteration
done sorting
end inner loop
Iteration 23, inertia 22806.9273777
start iteration
done sorting
end inner loop
Iteration 24, inertia 22805.9434758
start iteration
done sorting
end inner loop
Iteration 25, inertia 22803.765633
start iteration
done sorting
end inner loop
Iteration 26, inertia 22803.6759661
start iteration
done sorting
end inner loop
Iteration 27, inertia 22803.6759661
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.079
Number of clusters: 66

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24880.3106121
start iteration
done sorting
end inner loop
Iteration 1, inertia 23950.6718614
start iteration
done sorting
end inner loop
Iteration 2, inertia 23581.3627443
start iteration
done sorting
end inner loop
Iteration 3, inertia 23361.7877379
start iteration
done sorting
end inner loop
Iteration 4, inertia 23221.0966253
start iteration
done sorting
end inner loop
Iteration 5, inertia 23116.505843
start iteration
done sorting
end inner loop
Iteration 6, inertia 23046.2081731
start iteration
done sorting
end inner loop
Iteration 7, inertia 22988.530831
start iteration
done sorting
end inner loop
Iteration 8, inertia 22952.6274207
start iteration
done sorting
end inner loop
Iteration 9, inertia 22920.6450611
start iteration
done sorting
end inner loop
Iteration 10, inertia 22909.56705
start iteration
done sorting
end inner loop
Iteration 11, inertia 22899.8857784
start iteration
done sorting
end inner loop
Iteration 12, inertia 22894.6900673
start iteration
done sorting
end inner loop
Iteration 13, inertia 22893.414908
start iteration
done sorting
end inner loop
Iteration 14, inertia 22892.8120715
start iteration
done sorting
end inner loop
Iteration 15, inertia 22892.2461614
start iteration
done sorting
end inner loop
Iteration 16, inertia 22891.3126551
start iteration
done sorting
end inner loop
Iteration 17, inertia 22890.3868921
start iteration
done sorting
end inner loop
Iteration 18, inertia 22890.1772134
start iteration
done sorting
end inner loop
Iteration 19, inertia 22890.1772134
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.049
Number of clusters: 67

Silhouette Coefficient: 0.040
Number of clusters: 47

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24738.8932991
start iteration
done sorting
end inner loop
Iteration 1, inertia 23758.7023034
start iteration
done sorting
end inner loop
Iteration 2, inertia 23389.0170797
start iteration
done sorting
end inner loop
Iteration 3, inertia 23174.8967272
start iteration
done sorting
end inner loop
Iteration 4, inertia 23060.9011197
start iteration
done sorting
end inner loop
Iteration 5, inertia 22984.967619
start iteration
done sorting
end inner loop
Iteration 6, inertia 22944.0280853
start iteration
done sorting
end inner loop
Iteration 7, inertia 22912.463872
start iteration
done sorting
end inner loop
Iteration 8, inertia 22880.6213038
start iteration
done sorting
end inner loop
Iteration 9, inertia 22862.8405141
start iteration
done sorting
end inner loop
Iteration 10, inertia 22845.5254194
start iteration
done sorting
end inner loop
Iteration 11, inertia 22832.6040769
start iteration
done sorting
end inner loop
Iteration 12, inertia 22821.7906226
start iteration
done sorting
end inner loop
Iteration 13, inertia 22814.8082812
start iteration
done sorting
end inner loop
Iteration 14, inertia 22800.5463418
start iteration
done sorting
end inner loop
Iteration 15, inertia 22791.2984665
start iteration
done sorting
end inner loop
Iteration 16, inertia 22779.7326493
start iteration
done sorting
end inner loop
Iteration 17, inertia 22759.1412124
start iteration
done sorting
end inner loop
Iteration 18, inertia 22741.9206381
start iteration
done sorting
end inner loop
Iteration 19, inertia 22725.0852369
start iteration
done sorting
end inner loop
Iteration 20, inertia 22716.0621427
start iteration
done sorting
end inner loop
Iteration 21, inertia 22711.6902398
start iteration
done sorting
end inner loop
Iteration 22, inertia 22708.4549065
start iteration
done sorting
end inner loop
Iteration 23, inertia 22704.7851219
start iteration
done sorting
end inner loop
Iteration 24, inertia 22702.0534501
start iteration
done sorting
end inner loop
Iteration 25, inertia 22700.3029841
start iteration
done sorting
end inner loop
Iteration 26, inertia 22699.8876957
start iteration
done sorting
end inner loop
Iteration 27, inertia 22699.2240443
start iteration
done sorting
end inner loop
Iteration 28, inertia 22699.0032424
start iteration
done sorting
end inner loop
Iteration 29, inertia 22698.0964789
start iteration
done sorting
end inner loop
Iteration 30, inertia 22697.1279265
start iteration
done sorting
end inner loop
Iteration 31, inertia 22695.7541176
start iteration
done sorting
end inner loop
Iteration 32, inertia 22694.5357981
start iteration
done sorting
end inner loop
Iteration 33, inertia 22692.7802621
start iteration
done sorting
end inner loop
Iteration 34, inertia 22690.5901842
start iteration
done sorting
end inner loop
Iteration 35, inertia 22689.2360105
start iteration
done sorting
end inner loop
Iteration 36, inertia 22686.4424926
start iteration
done sorting
end inner loop
Iteration 37, inertia 22685.9363682
start iteration
done sorting
end inner loop
Iteration 38, inertia 22684.403141
start iteration
done sorting
end inner loop
Iteration 39, inertia 22682.0302204
start iteration
done sorting
end inner loop
Iteration 40, inertia 22680.3132971
start iteration
done sorting
end inner loop
Iteration 41, inertia 22679.4211205
start iteration
done sorting
end inner loop
Iteration 42, inertia 22678.1809888
start iteration
done sorting
end inner loop
Iteration 43, inertia 22677.4013788
start iteration
done sorting
end inner loop
Iteration 44, inertia 22676.7440471
start iteration
done sorting
end inner loop
Iteration 45, inertia 22676.7440471
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24675.287237
start iteration
done sorting
end inner loop
Iteration 1, inertia 23673.9228143
start iteration
done sorting
end inner loop
Iteration 2, inertia 23208.8131398
start iteration
done sorting
end inner loop
Iteration 3, inertia 22985.1702047
start iteration
done sorting
end inner loop
Iteration 4, inertia 22855.8995778
start iteration
done sorting
end inner loop
Iteration 5, inertia 22779.0663008
start iteration
done sorting
end inner loop
Iteration 6, inertia 22715.0322306
start iteration
done sorting
end inner loop
Iteration 7, inertia 22663.9942173
start iteration
done sorting
end inner loop
Iteration 8, inertia 22633.1100173
start iteration
done sorting
end inner loop
Iteration 9, inertia 22615.9122692
start iteration
done sorting
end inner loop
Iteration 10, inertia 22602.8889859
start iteration
done sorting
end inner loop
Iteration 11, inertia 22589.9396343
start iteration
done sorting
end inner loop
Iteration 12, inertia 22577.4771438
start iteration
done sorting
end inner loop
Iteration 13, inertia 22568.8118137
start iteration
done sorting
end inner loop
Iteration 14, inertia 22561.7167964
start iteration
done sorting
end inner loop
Iteration 15, inertia 22555.1341619
start iteration
done sorting
end inner loop
Iteration 16, inertia 22548.3941632
start iteration
done sorting
end inner loop
Iteration 17, inertia 22542.3164364
start iteration
done sorting
end inner loop
Iteration 18, inertia 22538.6600704
start iteration
done sorting
end inner loop
Iteration 19, inertia 22532.9879006
start iteration
done sorting
end inner loop
Iteration 20, inertia 22528.1010214
start iteration
done sorting
end inner loop
Iteration 21, inertia 22525.9413047
start iteration
done sorting
end inner loop
Iteration 22, inertia 22523.1599376
start iteration
done sorting
end inner loop
Iteration 23, inertia 22518.0885639
start iteration
done sorting
end inner loop
Iteration 24, inertia 22517.009102
start iteration
done sorting
end inner loop
Iteration 25, inertia 22516.0214112
start iteration
done sorting
end inner loop
Iteration 26, inertia 22515.7696815
start iteration
done sorting
end inner loop
Iteration 27, inertia 22515.6538867
start iteration
done sorting
end inner loop
Iteration 28, inertia 22515.6538867
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.054
Number of clusters: 17

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24631.9905114
start iteration
done sorting
end inner loop
Iteration 1, inertia 23625.0241309
start iteration
done sorting
end inner loop
Iteration 2, inertia 23197.7451111
start iteration
done sorting
end inner loop
Iteration 3, inertia 22979.0462107
start iteration
done sorting
end inner loop
Iteration 4, inertia 22868.1088853
start iteration
done sorting
end inner loop
Iteration 5, inertia 22801.7027774
start iteration
done sorting
end inner loop
Iteration 6, inertia 22754.2540118
start iteration
done sorting
end inner loop
Iteration 7, inertia 22709.594421
start iteration
done sorting
end inner loop
Iteration 8, inertia 22674.5318222
start iteration
done sorting
end inner loop
Iteration 9, inertia 22655.6342923
start iteration
done sorting
end inner loop
Iteration 10, inertia 22642.3067452
start iteration
done sorting
end inner loop
Iteration 11, inertia 22628.9151252
start iteration
done sorting
end inner loop
Iteration 12, inertia 22620.6750031
start iteration
done sorting
end inner loop
Iteration 13, inertia 22616.0529975
start iteration
done sorting
end inner loop
Iteration 14, inertia 22609.1669664
start iteration
done sorting
end inner loop
Iteration 15, inertia 22605.5028319
start iteration
done sorting
end inner loop
Iteration 16, inertia 22601.1182255
start iteration
done sorting
end inner loop
Iteration 17, inertia 22597.4217664
start iteration
done sorting
end inner loop
Iteration 18, inertia 22594.3805894
start iteration
done sorting
end inner loop
Iteration 19, inertia 22592.8195281
start iteration
done sorting
end inner loop
Iteration 20, inertia 22590.2856024
start iteration
done sorting
end inner loop
Iteration 21, inertia 22589.5062063
start iteration
done sorting
end inner loop
Iteration 22, inertia 22588.3462325
start iteration
done sorting
end inner loop
Iteration 23, inertia 22586.9847771
start iteration
done sorting
end inner loop
Iteration 24, inertia 22586.3530068
start iteration
done sorting
end inner loop
Iteration 25, inertia 22585.5064354
start iteration
done sorting
end inner loop
Iteration 26, inertia 22584.5635216
start iteration
done sorting
end inner loop
Iteration 27, inertia 22582.8851547
start iteration
done sorting
end inner loop
Iteration 28, inertia 22581.2705435
start iteration
done sorting
end inner loop
Iteration 29, inertia 22580.5462345
start iteration
done sorting
end inner loop
Iteration 30, inertia 22580.0282135
start iteration
done sorting
end inner loop
Iteration 31, inertia 22579.6704437
start iteration
done sorting
end inner loop
Iteration 32, inertia 22578.8762706
start iteration
done sorting
end inner loop
Iteration 33, inertia 22576.4443154
start iteration
done sorting
end inner loop
Iteration 34, inertia 22575.4733761
start iteration
done sorting
end inner loop
Iteration 35, inertia 22575.1058682
start iteration
done sorting
end inner loop
Iteration 36, inertia 22574.7221365
start iteration
done sorting
end inner loop
Iteration 37, inertia 22574.5902546
start iteration
done sorting
end inner loop
Iteration 38, inertia 22574.5902546
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.062
Number of clusters: 68

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24577.7985315
start iteration
done sorting
end inner loop
Iteration 1, inertia 23737.422714
start iteration
done sorting
end inner loop
Iteration 2, inertia 23364.373452
start iteration
done sorting
end inner loop
Iteration 3, inertia 23161.2017619
start iteration
done sorting
end inner loop
Iteration 4, inertia 23035.468023
start iteration
done sorting
end inner loop
Iteration 5, inertia 22944.2440765
start iteration
done sorting
end inner loop
Iteration 6, inertia 22893.8583866
start iteration
done sorting
end inner loop
Iteration 7, inertia 22851.4951088
start iteration
done sorting
end inner loop
Iteration 8, inertia 22810.5776671
start iteration
done sorting
end inner loop
Iteration 9, inertia 22776.1563785
start iteration
done sorting
end inner loop
Iteration 10, inertia 22749.8138563
start iteration
done sorting
end inner loop
Iteration 11, inertia 22727.7281332
start iteration
done sorting
end inner loop
Iteration 12, inertia 22711.743419
start iteration
done sorting
end inner loop
Iteration 13, inertia 22699.2552321
start iteration
done sorting
end inner loop
Iteration 14, inertia 22688.5658438
start iteration
done sorting
end inner loop
Iteration 15, inertia 22678.6750738
start iteration
done sorting
end inner loop
Iteration 16, inertia 22669.3948047
start iteration
done sorting
end inner loop
Iteration 17, inertia 22664.933836
start iteration
done sorting
end inner loop
Iteration 18, inertia 22661.503042
start iteration
done sorting
end inner loop
Iteration 19, inertia 22659.9512334
start iteration
done sorting
end inner loop
Iteration 20, inertia 22658.5762407
start iteration
done sorting
end inner loop
Iteration 21, inertia 22658.017077
start iteration
done sorting
end inner loop
Iteration 22, inertia 22657.8194428
start iteration
done sorting
end inner loop
Iteration 23, inertia 22657.0784951
start iteration
done sorting
end inner loop
Iteration 24, inertia 22654.5684986
start iteration
done sorting
end inner loop
Iteration 25, inertia 22654.1929454
start iteration
done sorting
end inner loop
Iteration 26, inertia 22654.0803432
start iteration
done sorting
end inner loop
Iteration 27, inertia 22653.6916588
start iteration
done sorting
end inner loop
Iteration 28, inertia 22653.5793205
start iteration
done sorting
end inner loop
Iteration 29, inertia 22653.5793205
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.074
Number of clusters: 69

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24879.4250156
start iteration
done sorting
end inner loop
Iteration 1, inertia 23878.7363477
start iteration
done sorting
end inner loop
Iteration 2, inertia 23455.4624774
start iteration
done sorting
end inner loop
Iteration 3, inertia 23229.99Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25058.4877667
start iteration
done sorting
end inner loop
Iteration 1, inertia 23960.8698696
start iteration
done sorting
end inner loop
Iteration 2, inertia 23470.6840918
start iteration
done sorting
end inner loop
Iteration 3, inertia 23199.3779823
start iteration
done sorting
end inner loop
Iteration 4, inertia 23054.2851274
start iteration
done sorting
end inner loop
Iteration 5, inertia 22956.3736916
start iteration
done sorting
end inner loop
Iteration 6, inertia 22876.2245154
start iteration
done sorting
end inner loop
Iteration 7, inertia 22805.7398834
start iteration
done sorting
end inner loop
Iteration 8, inertia 22749.5481709
start iteration
done sorting
end inner loop
Iteration 9, inertia 22697.9687037
start iteration
done sorting
end inner loop
Iteration 10, inertia 22660.8258077
start iteration
done sorting
end inner loop
Iteration 11, inertia 22626.7512737
start iteration
done sorting
end inner loop
Iteration 12, inertia 22610.3900445
start iteration
done sorting
end inner loop
Iteration 13, inertia 22600.0615182
start iteration
done sorting
end inner loop
Iteration 14, inertia 22593.2178999
start iteration
done sorting
end inner loop
Iteration 15, inertia 22586.8840639
start iteration
done sorting
end inner loop
Iteration 16, inertia 22583.7308373
start iteration
done sorting
end inner loop
Iteration 17, inertia 22578.6569807
start iteration
done sorting
end inner loop
Iteration 18, inertia 22572.9855877
start iteration
done sorting
end inner loop
Iteration 19, inertia 22558.8035941
start iteration
done sorting
end inner loop
Iteration 20, inertia 22551.1501704
start iteration
done sorting
end inner loop
Iteration 21, inertia 22546.7469733
start iteration
done sorting
end inner loop
Iteration 22, inertia 22540.6795061
start iteration
done sorting
end inner loop
Iteration 23, inertia 22535.4855607
start iteration
done sorting
end inner loop
Iteration 24, inertia 22531.6187557
start iteration
done sorting
end inner loop
Iteration 25, inertia 22526.599484
start iteration
done sorting
end inner loop
Iteration 26, inertia 22523.4689831
start iteration
done sorting
end inner loop
Iteration 27, inertia 22520.4424545
start iteration
done sorting
end inner loop
Iteration 28, inertia 22519.2953205
start iteration
done sorting
end inner loop
Iteration 29, inertia 22518.5009537
start iteration
done sorting
end inner loop
Iteration 30, inertia 22518.2094896
start iteration
done sorting
end inner loop
Iteration 31, inertia 22517.0043356
start iteration
done sorting
end inner loop
Iteration 32, inertia 22516.600814
start iteration
done sorting
end inner loop
Iteration 33, inertia 22516.1928922
start iteration
done sorting
end inner loop
Iteration 34, inertia 22515.6411767
start iteration
done sorting
end inner loop
Iteration 35, inertia 22515.2668674
start iteration
done sorting
end inner loop
Iteration 36, inertia 22514.9568055
start iteration
done sorting
end inner loop
Iteration 37, inertia 22514.7530438
start iteration
done sorting
end inner loop
Iteration 38, inertia 22514.6637482
start iteration
done sorting
end inner loop
Iteration 39, inertia 22514.618078
start iteration
done sorting
end inner loop
Iteration 40, inertia 22514.5939252
start iteration
done sorting
end inner loop
Iteration 41, inertia 22514.5939252
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24679.6597789
start iteration
done sorting
end inner loop
Iteration 1, inertia 23723.1831473
start iteration
done sorting
end inner loop
Iteration 2, inertia 23357.9468694
start iteration
done sorting
end inner loop
Iteration 3, inertia 23126.4029767
start iteration
done sorting
end inner loop
Iteration 4, inertia 22993.0079685
start iteration
done sorting
end inner loop
Iteration 5, inertia 22884.5979174
start iteration
done sorting
end inner loop
Iteration 6, inertia 22792.5573345
start iteration
done sorting
end inner loop
Iteration 7, inertia 22727.5282963
start iteration
done sorting
end inner loop
Iteration 8, inertia 22691.5343168
start iteration
done sorting
end inner loop
Iteration 9, inertia 22666.9674881
start iteration
done sorting
end inner loop
Iteration 10, inertia 22644.8272699
start iteration
done sorting
end inner loop
Iteration 11, inertia 22630.3434972
start iteration
done sorting
end inner loop
Iteration 12, inertia 22618.1425788
start iteration
done sorting
end inner loop
Iteration 13, inertia 22608.0906284
start iteration
done sorting
end inner loop
Iteration 14, inertia 22601.0047721
start iteration
done sorting
end inner loop
Iteration 15, inertia 22595.9688127
start iteration
done sorting
end inner loop
Iteration 16, inertia 22591.348389
start iteration
done sorting
end inner loop
Iteration 17, inertia 22585.9180726
start iteration
done sorting
end inner loop
Iteration 18, inertia 22581.1993193
start iteration
done sorting
end inner loop
Iteration 19, inertia 22577.0613718
start iteration
done sorting
end inner loop
Iteration 20, inertia 22574.2183229
start iteration
done sorting
end inner loop
Iteration 21, inertia 22569.6961929
start iteration
done sorting
end inner loop
Iteration 22, inertia 22562.9072992
start iteration
done sorting
end inner loop
Iteration 23, inertia 22556.1588607
start iteration
done sorting
end inner loop
Iteration 24, inertia 22550.1688862
start iteration
done sorting
end inner loop
Iteration 25, inertia 22543.5196029
start iteration
done sorting
end inner loop
Iteration 26, inertia 22535.2062368
start iteration
done sorting
end inner loop
Iteration 27, inertia 22531.2835363
start iteration
done sorting
end inner loop
Iteration 28, inertia 22529.4391491
start iteration
done sorting
end inner loop
Iteration 29, inertia 22527.6846433
start iteration
done sorting
end inner loop
Iteration 30, inertia 22527.1193075
start iteration
done sorting
end inner loop
Iteration 31, inertia 22526.8603844
start iteration
done sorting
end inner loop
Iteration 32, inertia 22526.8603844
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.062
Number of clusters: 70

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24726.522554
start iteration
done sorting
end inner loop
Iteration 1, inertia 23695.5793681
start iteration
done sorting
end inner loop
Iteration 2, inertia 23272.1773389
start iteration
done sorting
end inner loop
Iteration 3, inertia 23050.5154399
start iteration
done sorting
end inner loop
Iteration 4, inertia 22881.9398103
start iteration
done sorting
end inner loop
Iteration 5, inertia 22766.7196639
start iteration
done sorting
end inner loop
Iteration 6, inertia 22681.2357887
start iteration
done sorting
end inner loop
Iteration 7, inertia 22627.8389625
start iteration
done sorting
end inner loop
Iteration 8, inertia 22596.7460489
start iteration
done sorting
end inner loop
Iteration 9, inertia 22574.6895291
start iteration
done sorting
end inner loop
Iteration 10, inertia 22560.2369963
start iteration
done sorting
end inner loop
Iteration 11, inertia 22550.9948831
start iteration
done sorting
end inner loop
Iteration 12, inertia 22535.5084182
start iteration
done sorting
end inner loop
Iteration 13, inertia 22522.558236
start iteration
done sorting
end inner loop
Iteration 14, inertia 22514.584335
start iteration
done sorting
end inner loop
Iteration 15, inertia 22508.0788151
start iteration
done sorting
end inner loop
Iteration 16, inertia 22500.9635823
start iteration
done sorting
end inner loop
Iteration 17, inertia 22497.9928992
start iteration
done sorting
end inner loop
Iteration 18, inertia 22495.5808173
start iteration
done sorting
end inner loop
Iteration 19, inertia 22493.7442333
start iteration
done sorting
end inner loop
Iteration 20, inertia 22492.7425438
start iteration
done sorting
end inner loop
Iteration 21, inertia 22492.1424085
start iteration
done sorting
end inner loop
Iteration 22, inertia 22491.2270786
start iteration
done sorting
end inner loop
Iteration 23, inertia 22490.8678211
start iteration
done sorting
end inner loop
Iteration 24, inertia 2249Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24747.595464
start iteration
done sorting
end inner loop
Iteration 1, inertia 23694.7609085
start iteration
done sorting
end inner loop
Iteration 2, inertia 23255.7580902
start iteration
done sorting
end inner loop
Iteration 3, inertia 23003.9598326
start iteration
done sorting
end inner loop
Iteration 4, inertia 22855.1494037
start iteration
done sorting
end inner loop
Iteration 5, inertia 22745.5910185
start iteration
done sorting
end inner loop
Iteration 6, inertia 22676.5911585
start iteration
done sorting
end inner loop
Iteration 7, inertia 22633.3705069
start iteration
done sorting
end inner loop
Iteration 8, inertia 22601.2411906
start iteration
done sorting
end inner loop
Iteration 9, inertia 22580.7968298
start iteration
done sorting
end inner loop
Iteration 10, inertia 22559.1554037
start iteration
done sorting
end inner loop
Iteration 11, inertia 22547.7420017
start iteration
done sorting
end inner loop
Iteration 12, inertia 22535.1154501
start iteration
done sorting
end inner loop
Iteration 13, inertia 22521.2822419
start iteration
done sorting
end inner loop
Iteration 14, inertia 22511.4005635
start iteration
done sorting
end inner loop
Iteration 15, inertia 22505.5887062
start iteration
done sorting
end inner loop
Iteration 16, inertia 22499.6334759
start iteration
done sorting
end inner loop
Iteration 17, inertia 22491.1090003
start iteration
done sorting
end inner loop
Iteration 18, inertia 22485.5100133
start iteration
done sorting
end inner loop
Iteration 19, inertia 22479.5673004
start iteration
done sorting
end inner loop
Iteration 20, inertia 22478.0877557
start iteration
done sorting
end inner loop
Iteration 21, inertia 22477.3770612
start iteration
done sorting
end inner loop
Iteration 22, inertia 22477.0287798
start iteration
done sorting
end inner loop
Iteration 23, inertia 22477.0287798
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24809.7056576
start iteration
done sorting
end inner loop
Iteration 1, inertia 23654.2165956
start iteration
done sorting
end inner loop
Iteration 2, inertia 23217.0876111
start iteration
done sorting
end inner loop
Iteration 3, inertia 22980.4860398
start iteration
done sorting
end inner loop
Iteration 4, inertia 22860.8280705
start iteration
done sorting
end inner loop
Iteration 5, inertia 22785.3593485
start iteration
done sorting
end inner loop
Iteration 6, inertia 22728.0484267
start iteration
done sorting
end inner loop
Iteration 7, inertia 22690.1377256
start iteration
done sorting
end inner loop
Iteration 8, inertia 22651.883215
start iteration
done sorting
end inner loop
Iteration 9, inertia 22613.7827472
start iteration
done sorting
end inner loop
Iteration 10, inertia 22581.6323524
start iteration
done sorting
end inner loop
Iteration 11, inertia 22557.043328
start iteration
done sorting
end inner loop
Iteration 12, inertia 22541.379079
start iteration
done sorting
end inner loop
Iteration 13, inertia 22532.7274866
start iteration
done sorting
end inner loop
Iteration 14, inertia 22522.981143
start iteration
done sorting
end inner loop
Iteration 15, inertia 22513.7936145
start iteration
done sorting
end inner loop
Iteration 16, inertia 22505.9723042
start iteration
done sorting
end inner loop
Iteration 17, inertia 22500.5853563
start iteration
done sorting
end inner loop
Iteration 18, inertia 22496.3161888
start iteration
done sorting
end inner loop
Iteration 19, inertia 22494.6636181
start iteration
done sorting
end inner loop
Iteration 20, inertia 22492.6005522
start iteration
done sorting
end inner loop
Iteration 21, inertia 22491.6958618
start iteration
done sorting
end inner loop
Iteration 22, inertia 22491.4241183
start iteration
done sorting
end inner loop
Iteration 23, inertia 22491.3689522
start iteration
done sorting
end inner loop
Iteration 24, inertia 22491.3689522
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.063
Number of clusters: 71

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24970.1859661
start iteration
done sorting
end inner loop
Iteration 1, inertia 23859.778685
start iteration
done sorting
end inner loop
Iteration 2, inertia 23336.6780843
start iteration
done sorting
end inner loop
Iteration 3, inertia 23102.8527418
start iteration
done sorting
end inner loop
Iteration 4, inertia 22943.3824292
start iteration
done sorting
end inner loop
Iteration 5, inertia 22828.5292589
start iteration
done sorting
end inner loop
Iteration 6, inertia 22747.7338531
start iteration
done sorting
end inner loop
Iteration 7, inertia 22701.1042331
start iteration
done sorting
end inner loop
Iteration 8, inertia 22668.9480872
start iteration
done sorting
end inner loop
Iteration 9, inertia 22645.2987016
start iteration
done sorting
end inner loop
Iteration 10, inertia 22628.6520447
start iteration
done sorting
end inner loop
Iteration 11, inertia 22617.4219896
start iteration
done sorting
end inner loop
Iteration 12, inertia 22607.1847784
start iteration
done sorting
end inner loop
Iteration 13, inertia 22596.6321547
start iteration
done sorting
end inner loop
Iteration 14, inertia 22586.8721364
start iteration
done sorting
end inner loop
Iteration 15, inertia 22579.2383629
start iteration
done sorting
end inner loop
Iteration 16, inertia 22572.8123078
start iteration
done sorting
end inner loop
Iteration 17, inertia 22569.265531
start iteration
done sorting
end inner loop
Iteration 18, inertia 22565.0519384
start iteration
done sorting
end inner loop
Iteration 19, inertia 22561.8246265
start iteration
done sorting
end inner loop
Iteration 20, inertia 22559.1592559
start iteration
done sorting
end inner loop
Iteration 21, inertia 22558.2772215
start iteration
done sorting
end inner loop
Iteration 22, inertia 22557.0357365
start iteration
done sorting
end inner loop
Iteration 23, inertia 22555.4240988
start iteration
done sorting
end inner loop
Iteration 24, inertia 22554.31681
start iteration
done sorting
end inner loop
Iteration 25, inertia 22553.9647635
start iteration
done sorting
end inner loop
Iteration 26, inertia 22553.4635486
start iteration
done sorting
end inner loop
Iteration 27, inertia 22553.0168738
start iteration
done sorting
end inner loop
Iteration 28, inertia 22552.7316651
start iteration
done sorting
end inner loop
Iteration 29, inertia 22552.7316651
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24773.727932
start iteration
done sorting
end inner loop
Iteration 1, inertia 23695.8821763
start iteration
done sorting
end inner loop
Iteration 2, inertia 23248.7857956
start iteration
done sorting
end inner loop
Iteration 3, inertia 23028.0286478
start iteration
done sorting
end inner loop
Iteration 4, inertia 22907.6562384
start iteration
done sorting
end inner loop
Iteration 5, inertia 22840.0151479
start iteration
done sorting
end inner loop
Iteration 6, inertia 22796.2006921
start iteration
done sorting
end inner loop
Iteration 7, inertia 22756.3739988
start iteration
done sorting
end inner loop
Iteration 8, inertia 22725.4421367
start iteration
done sorting
end inner loop
Iteration 9, inertia 22695.0432675
start iteration
done sorting
end inner loop
Iteration 10, inertia 22671.1799244
start iteration
done sorting
end inner loop
Iteration 11, inertia 22652.3665766
start iteration
done sorting
end inner loop
Iteration 12, inertia 22635.7127321
start iteration
done sorting
end inner loop
Iteration 13, inertia 22628.2744207
start iteration
done sorting
end inner loop
Iteration 14, inertia 22621.5559482
start iteration
done sorting
end inner loop
Iteration 15, inertia 22616.0828873
start iteration
done sorting
end inner loop
Iteration 16, inertia 22613.1528975
start iteration
done sorting
end inner loop
Iteration 17, inertia 22608.4085347
start iteration
done sorting
end inner loop
Iteration 18, inertia 22605.3933649
start iteration
done sorting
end inner loop
Iteration 19, inertia 22602.7155962
start iteration
done sorting
end inner loop
Iteration 20, inertia 22600.4521603
start iteration
done sorting
end inner loop
Iteration 21, inertia 22597.4294911
start iteration
done sorting
end inner loop
Iteration 22, inertia 22594.0735851
start iteration
done sorting
end inner loop
Iteration 23, inertia 22592.5979185
start iteration
done sorting
end inner loop
Iteration 24, inertia 22590.9329281
start iteration
done sorting
end inner loop
Iteration 25, inertia 22589.9156094
start iteration
done sorting
end inner loop
Iteration 26, inertia 22589.4468289
start iteration
done sorting
end inner loop
Iteration 27, inertia 22589.2444972
start iteration
done sorting
end inner loop
Iteration 28, inertia 22589.2003732
start iteration
done sorting
end inner loop
Iteration 29, inertia 22589.2003732
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.073
Number of clusters: 72

Silhouette Coefficient: 0.040
Number of clusters: 48

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25121.5459822
start iteration
done sorting
end inner loop
Iteration 1, inertia 23880.9702838
start iteration
done sorting
end inner loop
Iteration 2, inertia 23354.9561786
start iteration
done sorting
end inner loop
Iteration 3, inertia 23073.1384306
start iteration
done sorting
end inner loop
Iteration 4, inertia 22886.7885994
start iteration
done sorting
end inner loop
Iteration 5, inertia 22768.280951
start iteration
done sorting
end inner loop
Iteration 6, inertia 22674.9113417
start iteration
done sorting
end inner loop
Iteration 7, inertia 22592.46716
start iteration
done sorting
end inner loop
Iteration 8, inertia 22548.1206094
start iteration
done sorting
end inner loop
Iteration 9, inertia 22515.1059342
start iteration
done sorting
end inner loop
Iteration 10, inertia 22492.0811604
start iteration
done sorting
end inner loop
Iteration 11, inertia 22477.1152623
start iteration
done sorting
end inner loop
Iteration 12, inertia 22467.0778356
start iteration
done sorting
end inner loop
Iteration 13, inertia 22458.4255728
start iteration
done sorting
end inner loop
Iteration 14, inertia 22453.138025
start iteration
done sorting
end inner loop
Iteration 15, inertia 22445.3721771
start iteration
done sorting
end inner loop
Iteration 16, inertia 22439.7073292
start iteration
done sorting
end inner loop
Iteration 17, inertia 22435.548126
start iteration
done sorting
end inner loop
Iteration 18, inertia 22433.9639307
start iteration
done sorting
end inner loop
Iteration 19, inertia 22432.7753046
start iteration
done sorting
end inner loop
Iteration 20, inertia 22432.6428507
start iteration
done sorting
end inner loop
Iteration 21, inertia 22432.5123795
start iteration
done sorting
end inner loop
Iteration 22, inertia 22432.5123795
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24853.06159
start iteration
done sorting
end inner loop
Iteration 1, inertia 23720.2479394
start iteration
done sorting
end inner loop
Iteration 2, inertia 23212.6564791
start iteration
done sorting
end inner loop
Iteration 3, inertia 22988.4231126
start iteration
done sorting
end inner loop
Iteration 4, inertia 22827.3515337
start iteration
done sorting
end inner loop
Iteration 5, inertia 22720.5221058
start iteration
done sorting
end inner loop
Iteration 6, inertia 22624.0722733
start iteration
done sorting
end inner loop
Iteration 7, inertia 22562.448411
start iteration
done sorting
end inner loop
Iteration 8, inertia 22524.9609617
start iteration
done sorting
end inner loop
Iteration 9, inertia 22502.2707894
start iteration
done sorting
end inner loop
Iteration 10, inertia 22488.7822616
start iteration
done sorting
end inner loop
Iteration 11, inertia 22477.8578925
start iteration
done sorting
end inner loop
Iteration 12, inertia 22470.4615894
start iteration
done sorting
end inner loop
Iteration 13, inertia 22465.3840907
start iteration
done sorting
end inner loop
Iteration 14, inertia 22461.1591478
start iteration
done sorting
end inner loop
Iteration 15, inertia 22456.0936551
start iteration
done sorting
end inner loop
Iteration 16, inertia 22449.3628466
start iteration
done sorting
end inner loop
Iteration 17, inertia 22442.5731928
start iteration
done sorting
end inner loop
Iteration 18, inertia 22438.6038909
start iteration
done sorting
end inner loop
Iteration 19, inertia 22435.8155252
start iteration
done sorting
end inner loop
Iteration 20, inertia 22433.6485469
start iteration
done sorting
end inner loop
Iteration 21, inertia 22430.2726891
start iteration
done sorting
end inner loop
Iteration 22, inertia 22425.6534014
start iteration
done sorting
end inner loop
Iteration 23, inertia 22423.5395034
start iteration
done sorting
end inner loop
Iteration 24, inertia 22421.6529638
start iteration
done sorting
end inner loop
Iteration 25, inertia 22419.2174819
start iteration
done sorting
end inner loop
Iteration 26, inertia 22416.144276
start iteration
done sorting
end inner loop
Iteration 27, inertia 22413.7310326
start iteration
done sorting
end inner loop
Iteration 28, inertia 22410.6649767
start iteration
done sorting
end inner loop
Iteration 29, inertia 22409.8654863
start iteration
done sorting
end inner loop
Iteration 30, inertia 22409.4859062
start iteration
done sorting
end inner loop
Iteration 31, inertia 22409.2970215
start iteration
done sorting
end inner loop
Iteration 32, inertia 22408.9707416
start iteration
done sorting
end inner loop
Iteration 33, inertia 22408.9707416
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.062
Number of clusters: 73

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24236.6285093
start iteration
done sorting
end inner loop
Iteration 1, inertia 23335.8271892
start iteration
done sorting
end inner loop
Iteration 2, inertia 22980.839878
start iteration
done sorting
end inner loop
Iteration 3, inertia 22795.3947768
start iteration
done sorting
end inner loop
Iteration 4, inertia 22679.0388533
start iteration
done sorting
end inner loop
Iteration 5, inertia 22605.383938
start iteration
done sorting
end inner loop
Iteration 6, inertia 22549.6722243
start iteration
done sorting
end inner loop
Iteration 7, inertia 22512.0935291
start iteration
done sorting
end inner loop
Iteration 8, inertia 22485.4635542
start iteration
done sorting
end inner loop
Iteration 9, inertia 22465.1316404
start iteration
done sorting
end inner loop
Iteration 10, inertia 22451.0789846
start iteration
done sorting
end inner loop
Iteration 11, inertia 22437.7402904
start iteration
done sorting
end inner loop
Iteration 12, inertia 22428.3086286
start iteration
done sorting
end inner loop
Iteration 13, inertia 22420.0152497
start iteration
done sorting
end inner loop
Iteration 14, inertia 22413.5355549
start iteration
done sorting
end inner loop
Iteration 15, inertia 22403.3145321
start iteration
done sorting
end inner loop
Iteration 16, inertia 22396.1549391
start iteration
done sorting
end inner loop
Iteration 17, inertia 22388.383179
start iteration
done sorting
end inner loop
Iteration 18, inertia 22380.8122497
start iteration
done sorting
end inner loop
Iteration 19, inertia 22374.8518106
start iteration
done sorting
end inner loop
Iteration 20, inertia 22369.3559676
start iteration
done sorting
end inner loop
Iteration 21, inertia 22361.5515586
start iteration
done sorting
end inner loop
Iteration 22, inertia 22355.789922
start iteration
done sorting
end inner loop
Iteration 23, inertia 22351.5302313
start iteration
done sorting
end inner loop
Iteration 24, inertia 22349.5017217
start iteration
done sorting
end inner loop
Iteration 25, inertia 22347.1166894
start iteration
done sorting
end inner loop
Iteration 26, inertia 22344.8723583
start iteration
done sorting
end inner loop
Iteration 27, inertia 22342.7287382
start iteration
done sorting
end inner loop
Iteration 28, inertia 22340.8978041
start iteration
done sorting
end inner loop
Iteration 29, inertia 22339.5202135
start iteration
done sorting
end inner loop
Iteration 30, inertia 22337.4229592
start iteration
done sorting
end inner loop
Iteration 31, inertia 22335.9317137
start iteration
done sorting
end inner loop
Iteration 32, inertia 22335.5759373
start iteration
done sorting
end inner loop
Iteration 33, inertia 22335.0556623
start iteration
done sorting
end inner loop
Iteration 34, inertia 22334.7964599
start iteration
done sorting
end inner loop
Iteration 35, inertia 22334.5548552
start iteration
done sorting
end inner loop
Iteration 36, inertia 22334.3890076
start iteration
done sorting
end inner loop
Iteration 37, inertia 22334.2880614
start iteration
done sorting
end inner loop
Iteration 38, inertia 22333.7013585
start iteration
done sorting
end inner loop
Iteration 39, inertia 22333.7013585
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24576.1939501
start iteration
done sorting
end inner loop
Iteration 1, inertia 23495.3626912
start iteration
done sorting
end inner loop
Iteration 2, inertia 23073.9495581
start iteration
done sorting
end inner loop
Iteration 3, inertia 22840.7339368
start iteration
done sorting
end inner loop
Iteration 4, inertia 22675.9044986
start iteration
done sorting
end inner loop
Iteration 5, inertia 22586.3305994
start iteration
done sorting
end inner loop
Iteration 6, inertia 22522.0143509
start iteration
done sorting
end inner loop
Iteration 7, inertia 22486.9606781
start iteration
done sorting
end inner loop
Iteration 8, inertia 22462.8782855
start iteration
done sorting
end inner loop
Iteration 9, inertia 22443.4630168
start iteration
done sorting
end inner loop
Iteration 10, inertia 22425.4633496
start iteration
done sorting
end inner loop
Iteration 11, inertia 22406.8414518
start iteration
done sorting
end inner loop
Iteration 12, inertia 22388.1794105
start iteration
done sorting
end inner loop
Iteration 13, inertia 22371.7479059
start iteration
done sorting
end inner loop
Iteration 14, inertia 22359.974001
start iteration
done sorting
end inner loop
Iteration 15, inertia 22346.54142
start iteration
done sorting
end inner loop
Iteration 16, inertia 22338.1207559
start iteration
done sorting
end inner loop
Iteration 17, inertia 22332.9191219
start iteration
done sorting
end inner loop
Iteration 18, inertia 22327.1078271
start iteration
done sorting
end inner loop
Iteration 19, inertia 22321.3241831
start iteration
done sorting
end inner loop
Iteration 20, inertia 22316.7325321
start iteration
done sorting
end inner loop
Iteration 21, inertia 22310.0578292
start iteration
done sorting
end inner loop
Iteration 22, inertia 22306.2497774
start iteration
done sorting
end inner loop
Iteration 23, inertia 22304.1718996
start iteration
done sorting
end inner loop
Iteration 24, inertia 22302.8458394
start iteration
done sorting
end inner loop
Iteration 25, inertia 22301.7291706
start iteration
done sorting
end inner loop
Iteration 26, inertia 22300.5700052
start iteration
done sorting
end inner loop
Iteration 27, inertia 22298.9226938
start iteration
done sorting
end inner loop
Iteration 28, inertia 22297.5356575
start iteration
done sorting
end inner loop
Iteration 29, inertia 22296.4208417
start iteration
done sorting
end inner loop
Iteration 30, inertia 22295.8587264
start iteration
done sorting
end inner loop
Iteration 31, inertia 22295.8587264
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.055
Number of clusters: 74

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24349.069797
start iteration
done sorting
end inner loop
Iteration 1, inertia 23386.3549264
start iteration
done sorting
end inner loop
Iteration 2, inertia 22964.9805939
start iteration
done sorting
end inner loop
Iteration 3, inertia 22736.7363928
start iteration
done sorting
end inner loop
Iteration 4, inertia 22570.9407948
start iteration
done sorting
end inner loop
Iteration 5, inertia 22468.3639612
start iteration
done sorting
end inner loop
Iteration 6, inertia 22410.5095872
start iteration
done sorting
end inner loop
Iteration 7, inertia 22362.8713343
start iteration
done sorting
end inner loop
Iteration 8, inertia 22318.7456991
start iteration
done sorting
end inner loop
Iteration 9, inertia 22296.882435
start iteration
done sorting
end inner loop
Iteration 10, inertia 22276.0236525
start iteration
done sorting
end inner loop
Iteration 11, inertia 22265.6787468
start iteration
done sorting
end inner loop
Iteration 12, inertia 22257.0280483
start iteration
done sorting
end inner loop
Iteration 13, inertia 22250.0142237
start iteration
done sorting
end inner loop
Iteration 14, inertia 22244.8496578
start iteration
done sorting
end inner loop
Iteration 15, inertia 22238.8980396
start iteration
done sorting
end inner loop
Iteration 16, inertia 22232.3346892
start iteration
done sorting
end inner loop
Iteration 17, inertia 22228.0953746
start iteration
done sorting
end inner loop
Iteration 18, inertia 22225.1869676
start iteration
done sorting
end inner loop
Iteration 19, inertia 22221.8441097
start iteration
done sorting
end inner loop
Iteration 20, inertia 22218.7567654
start iteration
done sorting
end inner loop
Iteration 21, inertia 22218.132635
start iteration
done sorting
end inner loop
Iteration 22, inertia 22218.132635
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24723.0200149
start iteration
done sorting
end inner loop
Iteration 1, inertia 23536.983138
start iteration
done sorting
end inner loop
Iteration 2, inertia 23060.5604463
start iteration
done sorting
end inner loop
Iteration 3, inertia 22794.1748744
start iteration
done sorting
end inner loop
Iteration 4, inertia 22643.9906183
start iteration
done sorting
end inner loop
Iteration 5, inertia 22555.6088208
start iteration
done sorting
end inner loop
Iteration 6, inertia 22502.9104073
start iteration
done sorting
end inner loop
Iteration 7, inertia 22462.8137287
start iteration
done sorting
end inner loop
Iteration 8, inertia 22432.8005399
start iteration
done sorting
end inner loop
Iteration 9, inertia 22410.4442506
start iteration
done sorting
end inner loop
Iteration 10, inertia 22386.6084888
start iteration
done sorting
end inner loop
Iteration 11, inertia 22370.7286961
start iteration
done sorting
end inner loop
Iteration 12, inertia 22354.1660156
start iteration
done sorting
end inner loop
Iteration 13, inertia 22343.2752596
start iteration
done sorting
end inner loop
Iteration 14, inertia 22334.6826639
start iteration
done sorting
end inner loop
Iteration 15, inertia 22330.1655017
start iteration
done sorting
end inner loop
Iteration 16, inertia 22327.4300252
start iteration
done sorting
end inner loop
Iteration 17, inertia 22323.5356751
start iteration
done sorting
end inner loop
Iteration 18, inertia 22319.3374103
start iteration
done sorting
end inner loop
Iteration 19, inertia 22315.4982291
start iteration
done sorting
end inner loop
Iteration 20, inertia 22313.1040857
start iteration
done sorting
end inner loop
Iteration 21, inertia 22309.4663295
start iteration
done sorting
end inner loop
Iteration 22, inertia 22305.3071495
start iteration
done sorting
end inner loop
Iteration 23, inertia 22302.2148606
start iteration
done sorting
end inner loop
Iteration 24, inertia 22300.0985958
start iteration
done sorting
end inner loop
Iteration 25, inertia 22298.1704601
start iteration
done sorting
end inner loop
Iteration 26, inertia 22295.8350127
start iteration
done sorting
end inner loop
Iteration 27, inertia 22293.3066655
start iteration
done sorting
end inner loop
Iteration 28, inertia 22290.9644928
start iteration
done sorting
end inner loop
Iteration 29, inertia 22290.0564387
start iteration
done sorting
end inner loop
Iteration 30, inertia 22289.6528191
start iteration
done sorting
end inner loop
Iteration 31, inertia 22289.2525427
start iteration
done sorting
end inner loop
Iteration 32, inertia 22289.0230364
start iteration
done sorting
end inner loop
Iteration 33, inertia 22288.9362619
start iteration
done sorting
end inner loop
Iteration 34, inertia 22288.9362619
center shInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24766.0370051
start iteration
done sorting
end inner loop
Iteration 1, inertia 23694.946962
start iteration
done sorting
end inner loop
Iteration 2, inertia 23228.2398351
start iteration
done sorting
end inner loop
Iteration 3, inertia 22996.8597729
start iteration
done sorting
end inner loop
Iteration 4, inertia 22849.9974742
start iteration
done sorting
end inner loop
Iteration 5, inertia 22748.1108488
start iteration
done sorting
end inner loop
Iteration 6, inertia 22688.4534467
start iteration
done sorting
end inner loop
Iteration 7, inertia 22649.7981288
start iteration
done sorting
end inner loop
Iteration 8, inertia 22616.8505424
start iteration
done sorting
end inner loop
Iteration 9, inertia 22591.5443334
start iteration
done sorting
end inner loop
Iteration 10, inertia 22572.7854447
start iteration
done sorting
end inner loop
Iteration 11, inertia 22559.5769161
start iteration
done sorting
end inner loop
Iteration 12, inertia 22550.0423429
start iteration
done sorting
end inner loop
Iteration 13, inertia 22541.5357228
start iteration
done sorting
end inner loop
Iteration 14, inertia 22532.6991089
start iteration
done sorting
end inner loop
Iteration 15, inertia 22524.0790657
start iteration
done sorting
end inner loop
Iteration 16, inertia 22516.7411287
start iteration
done sorting
end inner loop
Iteration 17, inertia 22512.3155437
start iteration
done sorting
end inner loop
Iteration 18, inertia 22509.8367258
start iteration
done sorting
end inner loop
Iteration 19, inertia 22507.5391191
start iteration
done sorting
end inner loop
Iteration 20, inertia 22506.5633627
start iteration
done sorting
end inner loop
Iteration 21, inertia 22505.4327036
start iteration
done sorting
end inner loop
Iteration 22, inertia 22503.977102
start iteration
done sorting
end inner loop
Iteration 23, inertia 22503.2768977
start iteration
done sorting
end inner loop
Iteration 24, inertia 22502.8289833
start iteration
done sorting
end inner loop
Iteration 25, inertia 22502.8289833
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.035
Number of clusters: 75

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24691.5463895
start iteration
done sorting
end inner loop
Iteration 1, inertia 23489.2230398
start iteration
done sorting
end inner loop
Iteration 2, inertia 23016.0345451
start iteration
done sorting
end inner loop
Iteration 3, inertia 22779.484383
start iteration
done sorting
end inner loop
Iteration 4, inertia 22652.1815164
start iteration
done sorting
end inner loop
Iteration 5, inertia 22568.4805948
start iteration
done sorting
end inner loop
Iteration 6, inertia 22492.9770433
start iteration
done sorting
end inner loop
Iteration 7, inertia 22439.9837627
start iteration
done sorting
end inner loop
Iteration 8, inertia 22409.474773
start iteration
done sorting
end inner loop
Iteration 9, inertia 22386.6513958
start iteration
done sorting
end inner loop
Iteration 10, inertia 22358.0798906
start iteration
done sorting
end inner loop
Iteration 11, inertia 22335.1347244
start iteration
done sorting
end inner loop
Iteration 12, inertia 22316.1182052
start iteration
done sorting
end inner loop
Iteration 13, inertia 22296.2726431
start iteration
done sorting
end inner loop
Iteration 14, inertia 22282.0838893
start iteration
done sorting
end inner loop
Iteration 15, inertia 22267.3678809
start iteration
done sorting
end inner loop
Iteration 16, inertia 22251.7206699
start iteration
done sorting
end inner loop
Iteration 17, inertia 22243.9720696
start iteration
done sorting
end inner loop
Iteration 18, inertia 22238.2662281
start iteration
done sorting
end inner loop
Iteration 19, inertia 22232.6072688
start iteration
done sorting
end inner loop
Iteration 20, inertia 22223.349366
start iteration
done sorting
end inner loop
Iteration 21, inertia 22214.0461947
start iteration
done sorting
end inner loop
Iteration 22, inertia 22204.6107863
start iteration
done sorting
end inner loop
Iteration 23, inertia 22197.5913497
start iteration
done sorting
end inner loop
Iteration 24, inertia 22193.267918
start iteration
done sorting
end inner loop
Iteration 25, inertia 22190.1231498
start iteration
done sorting
end inner loop
Iteration 26, inertia 22187.7793621
start iteration
done sorting
end inner loop
Iteration 27, inertia 22186.0396513
start iteration
done sorting
end inner loop
Iteration 28, inertia 22183.6807212
start iteration
done sorting
end inner loop
Iteration 29, inertia 22181.7040467
start iteration
done sorting
end inner loop
Iteration 30, inertia 22176.6239849
start iteration
done sorting
end inner loop
Iteration 31, inertia 22173.3321848
start iteration
done sorting
end inner loop
Iteration 32, inertia 22170.5919938
start iteration
done sorting
end inner loop
Iteration 33, inertia 22169.012729
start iteration
done sorting
end inner loop
Iteration 34, inertia 22167.1001098
start iteration
done sorting
end inner loop
Iteration 35, inertia 22164.7646771
start iteration
done sorting
end inner loop
Iteration 36, inertia 22162.2119848
start iteration
done sorting
end inner loop
Iteration 37, inertia 22158.6166407
start iteration
done sorting
end inner loop
Iteration 38, inertia 22155.3503476
start iteration
done sorting
end inner loop
Iteration 39, inertia 22151.8554686
start iteration
done sorting
end inner loop
Iteration 40, inertia 22146.3627113
start iteration
done sorting
end inner loop
Iteration 41, inertia 22142.6662121
start iteration
done sorting
end inner loop
Iteration 42, inertia 22139.1466878
start iteration
done sorting
end inner loop
Iteration 43, inertia 22136.0078884
start iteration
done sorting
end inner loop
Iteration 44, inertia 22131.5733546
start iteration
done sorting
end inner loop
Iteration 45, inertia 22129.3848695
start iteration
done sorting
end inner loop
Iteration 46, inertia 22128.7963404
start iteration
done sorting
end inner loop
Iteration 47, inertia 22128.172219
start iteration
done sorting
end inner loop
Iteration 48, inertia 22127.8747988
start iteration
done sorting
end inner loop
Iteration 49, inertia 22127.2300383
start iteration
done sorting
end inner loop
Iteration 50, inertia 22127.0202984
start iteration
done sorting
end inner loop
Iteration 51, inertia 22127.0202984
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24649.1365337
start iteration
done sorting
end inner loop
Iteration 1, inertia 23308.4164339
start iteration
done sorting
end inner loop
Iteration 2, inertia 22843.537147
start iteration
done sorting
end inner loop
Iteration 3, inertia 22645.3002749
start iteration
done sorting
end inner loop
Iteration 4, inertia 22553.226832
start iteration
done sorting
end inner loop
Iteration 5, inertia 22497.5123782
start iteration
done sorting
end inner loop
Iteration 6, inertia 22449.2997304
start iteration
done sorting
end inner loop
Iteration 7, inertia 22419.1309536
start iteration
done sorting
end inner loop
Iteration 8, inertia 22395.1648478
start iteration
done sorting
end inner loop
Iteration 9, inertia 22378.1427625
start iteration
done sorting
end inner loop
Iteration 10, inertia 22368.8383564
start iteration
done sorting
end inner loop
Iteration 11, inertia 22355.7367532
start iteration
done sorting
end inner loop
Iteration 12, inertia 22345.1451525
start iteration
done sorting
end inner loop
Iteration 13, inertia 22341.6707643
start iteration
done sorting
end inner loop
Iteration 14, inertia 22339.5928058
start iteration
done sorting
end inner loop
Iteration 15, inertia 22336.7682209
start iteration
done sorting
end inner loop
Iteration 16, inertia 22332.0838472
start iteration
done sorting
end inner loop
Iteration 17, inertia 22325.4075029
start iteration
done sorting
end inner loop
Iteration 18, inertia 22318.8925966
start iteration
done sorting
end inner loop
Iteration 19, inertia 22313.7806384
start iteration
done sorting
end inner loop
Iteration 20, inertia 22308.4068319
start iteration
done sorting
end inner loop
Iteration 21, inertia 22304.6593837
start iteration
done sorting
end inner loop
Iteration 22, inertia 22302.5917241
start iteration
done sorting
end inner loop
Iteration 23, inertia 22301.9105649
start iteration
done sorting
end inner loop
Iteration 24, inertia 22301.3464059
start iteration
done sorting
end inner loop
Iteration 25, inertia 22300.6283568
start iteration
done sorting
end inner loop
Iteration 26, inertia 22299.8886473
start iteration
done sorting
end inner loop
Iteration 27, inertia 22299.2999936
start iteration
done sorting
end inner loop
Iteration 28, inertia 22299.2999936
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24354.7282204
start iteration
done sorting
end inner loop
Iteration 1, inertia 23461.2849505
start iteration
done sorting
end inner loop
Iteration 2, inertia 23156.9766574
start iteration
done sorting
end inner loop
Iteration 3, inertia 22991.6791268
start iteration
done sorting
end inner loop
Iteration 4, inertia 22869.2838082
start iteration
done sorting
end inner loop
Iteration 5, inertia 22755.9452447
start iteration
done sorting
end inner loop
Iteration 6, inertia 22682.2571432
start iteration
done sorting
end inner loop
Iteration 7, inertia 22625.3983499
start iteration
done sorting
end inner loop
Iteration 8, inertia 22585.1071255
start iteration
done sorting
end inner loop
Iteration 9, inertia 22551.2390323
start iteration
done sorting
end inner loop
Iteration 10, inertia 22525.0844206
start iteration
done sorting
end inner loop
Iteration 11, inertia 22500.6903112
start iteration
done sorting
end inner loop
Iteration 12, inertia 22481.3415015
start iteration
done sorting
end inner loop
Iteration 13, inertia 22460.8366415
start iteration
done sorting
end inner loop
Iteration 14, inertia 22445.5996936
start iteration
done sorting
end inner loop
Iteration 15, inertia 22432.4468813
start iteration
done sorting
end inner loop
Iteration 16, inertia 22419.4200354
start iteration
done sorting
end inner loop
Iteration 17, inertia 22404.8111913
start iteration
done sorting
end inner loop
Iteration 18, inertia 22390.0252922
start iteration
done sorting
end inner loop
Iteration 19, inertia 22383.9799207
start iteration
done sorting
end inner loop
Iteration 20, inertia 22378.9168091
start iteration
done sorting
end inner loop
Iteration 21, inertia 22375.9991352
start iteration
done sorting
end inner loop
Iteration 22, inertia 22372.7197805
start iteration
done sorting
end inner loop
Iteration 23, inertia 22371.2465129
start iteration
done sorting
end inner loop
Iteration 24, inertia 22370.6232133
start iteration
done sorting
end inner loop
Iteration 25, inertia 22370.2880878
start iteration
done sorting
end inner loop
Iteration 26, inertia 22369.2811552
start iteration
done sorting
end inner loop
Iteration 27, inertia 22368.6036684
start iteration
done sorting
end inner loop
Iteration 28, inertia 22368.4419293
start iteration
done sorting
end inner loop
Iteration 29, inertia 22368.2727824
start iteration
done sorting
end inner loop
Iteration 30, inertia 22367.7722838
start iteration
done sorting
end inner loop
Iteration 31, inertia 22367.7722838
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.059
Number of clusters: 76

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24860.6852334
start iteration
done sorting
end inner loop
Iteration 1, inertia 23665.4704649
start iteration
done sorting
end inner loop
Iteration 2, inertia 23141.2003621
start iteration
done sorting
end inner loop
Iteration 3, inertia 22889.6504213
start iteration
done sorting
end inner loop
Iteration 4, inertia 22742.3845142
start iteration
done sorting
end inner loop
Iteration 5, inertia 22658.1883155
start iteration
done sorting
end inner loop
Iteration 6, inertia 22601.9310736
start iteration
done sorting
end inner loop
Iteration 7, inertia 22561.1173223
start iteration
done sorting
end inner loop
Iteration 8, inertia 22525.2885458
start iteration
done sorting
end inner loop
Iteration 9, inertia 22491.1086518
start iteration
done sorting
end inner loop
Iteration 10, inertia 22471.6749847
start iteration
done sorting
end inner loop
Iteration 11, inertia 22455.5203507
start iteration
done sorting
end inner loop
Iteration 12, inertia 22442.2802687
start iteration
done sorting
end inner loop
Iteration 13, inertia 22428.9312604
start iteration
done sorting
end inner loop
Iteration 14, inertia 22416.3920581
start iteration
done sorting
end inner loop
Iteration 15, inertia 22406.6038037
start iteration
done sorting
end inner loop
Iteration 16, inertia 22396.8382118
start iteration
done sorting
end inner loop
Iteration 17, inertia 22392.9850016
start iteration
done sorting
end inner loop
Iteration 18, inertia 22391.3493679
start iteration
done sorting
end inner loop
Iteration 19, inertia 22390.0207149
start iteration
done sorting
end inner loop
Iteration 20, inertia 22388.8373659
start iteration
done sorting
end inner loop
Iteration 21, inertia 22388.3195321
start iteration
done sorting
end inner loop
Iteration 22, inertia 22388.3195321
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24839.6078014
start iteration
done sorting
end inner loop
Iteration 1, inertia 23627.0645258
start iteration
done sorting
end inner loop
Iteration 2, inertia 23105.4113275
start iteration
done sorting
end inner loop
Iteration 3, inertia 22882.4727362
start iteration
done sorting
end inner loop
Iteration 4, inertia 22736.5845402
start iteration
done sorting
end inner loop
Iteration 5, inertia 22646.2141798
start iteration
done sorting
end inner loop
Iteration 6, inertia 22579.282756
start iteration
done sorting
end inner loop
Iteration 7, inertia 22536.9936594
start iteration
done sorting
end inner loop
Iteration 8, inertia 22502.6877691
start iteration
done sorting
end inner loop
Iteration 9, inertia 22477.3025828
start iteration
done sorting
end inner loop
Iteration 10, inertia 22460.7921949
start iteration
done sorting
end inner loop
Iteration 11, inertia 22446.3747081
start iteration
done sorting
end inner loop
Iteration 12, inertia 22431.830286
start iteration
done sorting
end inner loop
Iteration 13, inertia 22422.339249
start iteration
done sorting
end inner loop
Iteration 14, inertia 22411.4147146
start iteration
done sorting
end inner loop
Iteration 15, inertia 22399.1375015
start iteration
done sorting
end inner loop
Iteration 16, inertia 22388.6899169
start iteration
done sorting
end inner loop
Iteration 17, inertia 22377.4611086
start iteration
done sorting
end inner loop
Iteration 18, inertia 22368.7545883
start iteration
done sorting
end inner loop
Iteration 19, inertia 22362.4328043
start iteration
done sorting
end inner loop
Iteration 20, inertia 22358.1559619
start iteration
done sorting
end inner loop
Iteration 21, inertia 22352.7672898
start iteration
done sorting
end inner loop
Iteration 22, inertia 22348.8178712
start iteration
done sorting
end inner loop
Iteration 23, inertia 22344.8869811
start iteration
done sorting
end inner loop
Iteration 24, inertia 22341.2903147
start iteration
done sorting
end inner loop
Iteration 25, inertia 22335.3225295
start iteration
done sorting
end inner loop
Iteration 26, inertia 22332.3750869
start iteration
done sorting
end inner loop
Iteration 27, inertia 22329.9445818
start iteration
done sorting
end inner loop
Iteration 28, inertia 22327.5657042
start iteration
done sorting
end inner loop
Iteration 29, inertia 22325.5508479
start iteration
done sorting
end inner loop
Iteration 30, inertia 22323.9015751
start iteration
done sorting
end inner loop
Iteration 31, inertia 22320.1809329
start iteration
done sorting
end inner loop
Iteration 32, inertia 22316.8721986
start iteration
done sorting
end inner loop
Iteration 33, inertia 22310.1738544
start iteration
done sorting
end inner loop
Iteration 34, inertia 22308.3996444
start iteration
done sorting
end inner loop
Iteration 35, inertia 22306.9967133
start iteration
done sorting
end inner loop
Iteration 36, inertia 22306.0724238
start iteration
done sorting
end inner loop
Iteration 37, inertia 22305.6425493
start iteration
done sorting
end inner loop
Iteration 38, inertia 22305.4693579
start iteration
done sorting
end inner loop
Iteration 39, inertia 22304.9640713
start iteration
done sorting
end inner loop
Iteration 40, inertia 22304.0798265
start iteration
done sorting
end inner loop
Iteration 41, inertia 22302.8116429
start iteration
done sorting
end inner loop
Iteration 42, inertia 22302.4127136
start iteration
done sorting
end inner loop
Iteration 43, inertia 22302.3544053
start iteration
done sorting
end inner loop
Iteration 44, inertia 22302.2619914
start iteration
done sorting
end inner loop
Iteration 45, inertia 22302.2619914
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24626.4962867
start iteration
done sorting
end inner loop
Iteration 1, inertia 23400.5612847
start iteration
done sorting
end inner loop
Iteration 2, inertia 22946.8172557
start iteration
done sorting
end inner loop
Iteration 3, inertia 22725.1709037
start iteration
done sorting
end inner loop
Iteration 4, inertia 22592.1895661
start iteration
done sorting
end inner loop
Iteration 5, inertia 22498.7668932
start iteration
done sorting
end inner loop
Iteration 6, inertia 22439.1949861
start iteration
done sorting
end inner loop
Iteration 7, inertia 22402.8269429
start iteration
done sorting
end inner loop
Iteration 8, inertia 22378.75374
start iteration
done sorting
end inner loop
Iteration 9, inertia 22365.2610735
start iteration
done sorting
end inner loop
Iteration 10, inertia 22351.1325021
start iteration
done sorting
end inner loop
Iteration 11, inertia 22337.5634214
start iteration
done sorting
end inner loop
Iteration 12, inertia 22326.4987117
start iteration
done sorting
end inner loop
Iteration 13, inertia 22316.9440172
start iteration
done sorting
end inner loop
Iteration 14, inertia 22309.7664269
start iteration
done sorting
end inner loop
Iteration 15, inertia 22303.3636887
start iteration
done sorting
end inner loop
Iteration 16, inertia 22298.0347347
start iteration
done sorting
end inner loop
Iteration 17, inertia 22295.2207086
start iteration
done sorting
end inner loop
Iteration 18, inertia 22292.5934644
start iteration
done sorting
end inner loop
Iteration 19, inertia 22290.8868815
start iteration
done sorting
end inner loop
Iteration 20, inertia 22288.804231
start iteration
done sorting
end inner loop
Iteration 21, inertia 22285.1109084
start iteration
done sorting
end inner loop
Iteration 22, inertia 22280.0003354
start iteration
done sorting
end inner loop
Iteration 23, inertia 22277.265066
start iteration
done sorting
end inner loop
Iteration 24, inertia 22274.4015133
start iteration
done sorting
end inner loop
Iteration 25, inertia 22269.1188938
start iteration
done sorting
end inner loop
Iteration 26, inertia 22260.52402
start iteration
done sorting
end inner loop
Iteration 27, inertia 22255.0394598
start iteration
done sorting
end inner loop
Iteration 28, inertia 22250.8201192
start iteration
done sorting
end inner loop
Iteration 29, inertia 22243.5483507
start iteration
done sorting
end inner loop
Iteration 30, inertia 22239.3963942
start iteration
done sorting
end inner loop
Iteration 31, inertia 22238.9921726
start iteration
done sorting
end inner loop
Iteration 32, inertia 22238.649323
start iteration
done sorting
end inner loop
Iteration 33, inertia 22238.649323
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.074
Number of clusters: 77

Silhouette Coefficient: -0.124
Number of clusters: 33

Silhouette Coefficient: 0.050
Number of clusters: 18

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24881.2473107
start iteration
done sorting
end inner loop
Iteration 1, inertia 23490.5465894
start iteration
done sorting
end inner loop
Iteration 2, inertia 22988.4738962
start iteration
done sorting
end inner loop
Iteration 3, inertia 22728.2147845
start iteration
done sorting
end inner loop
Iteration 4, inertia 22570.6763008
start iteration
done sorting
end inner loop
Iteration 5, inertia 22474.5190685
start iteration
done sorting
end inner loop
Iteration 6, inertia 22401.4646741
start iteration
done sorting
end inner loop
Iteration 7, inertia 22344.4119248
start iteration
done sorting
end inner loop
Iteration 8, inertia 22307.3213486
start iteration
done sorting
end inner loop
Iteration 9, inertia 22272.9898422
start iteration
done sorting
end inner loop
Iteration 10, inertia 22255.7487832
start iteration
done sorting
end inner loop
Iteration 11, inertia 22243.9631078
start iteration
done sorting
end inner loop
Iteration 12, inertia 22234.4045589
start iteration
done sorting
end inner loop
Iteration 13, inertia 22224.2737155
start iteration
done sorting
end inner loop
Iteration 14, inertia 22218.9553754
start iteration
done sorting
end inner loop
Iteration 15, inertia 22214.765347
start iteration
done sorting
end inner loop
Iteration 16, inertia 22212.5906797
start iteration
done sorting
end inner loop
Iteration 17, inertia 22207.6802755
start iteration
done sorting
end inner loop
Iteration 18, inertia 22204.5422209
start iteration
done sorting
end inner loop
Iteration 19, inertia 22200.0924685
start iteration
done sorting
end inner loop
Iteration 20, inertia 22196.6422501
start iteration
done sorting
end inner loop
Iteration 21, inertia 22192.9699702
start iteration
done sorting
end inner loop
Iteration 22, inertia 22189.2193197
start iteration
done sorting
end inner loop
Iteration 23, inertia 22184.6793617
start iteration
done sorting
end inner loop
Iteration 24, inertia 22181.161927
start iteration
done sorting
end inner loop
Iteration 25, inertia 22176.8177812
start iteration
done sorting
end inner loop
Iteration 26, inertia 22173.5461131
start iteration
done sorting
end inner loop
Iteration 27, inertia 22172.3753971
start iteration
done sorting
end inner loop
Iteration 28, inertia 22171.2800713
start iteration
done sorting
end inner loop
Iteration 29, inertia 22170.617605
start iteration
done sorting
end inner loop
Iteration 30, inertia 22170.167744
start iteration
done sorting
end inner loop
Iteration 31, inertia 22170.167744
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.028
Number of clusters: 49

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 25067.5423491
start iteration
done sorting
end inner loop
Iteration 1, inertia 23689.8030747
start iteration
done sorting
end inner loop
Iteration 2, inertia 23208.2911043
start iteration
done sorting
end inner loop
Iteration 3, inertia 22996.658203
start iteration
done sorting
end inner loop
Iteration 4, inertia 22847.7071011
start iteration
done sorting
end inner loop
Iteration 5, inertia 22745.3275744
start iteration
done sorting
end inner loop
Iteration 6, inertia 22672.531007
start iteration
done sorting
end inner loop
Iteration 7, inertia 22626.996061
start iteration
done sorting
end inner loop
Iteration 8, inertia 22599.9710948
start iteration
done sorting
end inner loop
Iteration 9, inertia 22571.647115
start iteration
done sorting
end inner loop
Iteration 10, inertia 22550.0960848
start iteration
done sorting
end inner loop
Iteration 11, inertia 22526.8278731
start iteration
done sorting
end inner loop
Iteration 12, inertia 22504.9453275
start iteration
done sorting
end inner loop
Iteration 13, inertia 22489.4800562
start iteration
done sorting
end inner loop
Iteration 14, inertia 22475.2792147
start iteration
done sorting
end inner loop
Iteration 15, inertia 22463.3488948
start iteration
done sorting
end inner loop
Iteration 16, inertia 22453.6372732
start iteration
done sorting
end inner loop
Iteration 17, inertia 22447.6226388
start iteration
done sorting
end inner loop
Iteration 18, inertia 22441.3323347
start iteration
done sorting
end inner loop
Iteration 19, inertia 22433.5707916
start iteration
done sorting
end inner loop
Iteration 20, inertia 22426.2756853
start iteration
done sorting
end inner loop
Iteration 21, inertia 22420.4974742
start iteration
done sorting
end inner loop
Iteration 22, inertia 22416.7330451
start iteration
done sorting
end inner loop
Iteration 23, inertia 22412.4519268
start iteration
done sorting
end inner loop
Iteration 24, inertia 22407.745251
start iteration
done sorting
end inner loop
Iteration 25, inertia 22403.0309886
start iteration
done sorting
end inner loop
Iteration 26, inertia 22399.5327137
start iteration
done sorting
end inner loop
Iteration 27, inertia 22397.1909819
start iteration
done sorting
end inner loop
Iteration 28, inertia 22395.8315808
start iteration
done sorting
end inner loop
Iteration 29, inertia 22394.3395552
start iteration
done sorting
end inner loop
Iteration 30, inertia 22388.4082343
start iteration
done sorting
end inner loop
Iteration 31, inertia 22385.7281813
start iteration
done sorting
end inner loop
Iteration 32, inertia 22385.1414273
start iteration
done sorting
end inner loop
Iteration 33, inertia 22383.9106503
start iteration
done sorting
end inner loop
Iteration 34, inertia 22382.833468
start iteration
done sorting
end inner loop
Iteration 35, inertia 22381.7966569
start iteration
done sorting
end inner loop
Iteration 36, inertia 22380.7318938
start iteration
done sorting
end inner loop
Iteration 37, inertia 22380.1779203
start iteration
done sorting
end inner loop
Iteration 38, inertia 22380.1779203
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.059
Number of clusters: 78

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24535.6152021
start iteration
done sorting
end inner loop
Iteration 1, inertia 23341.6516763
start iteration
done sorting
end inner loop
Iteration 2, inertia 22888.9254334
start iteration
done sorting
end inner loop
Iteration 3, inertia 22687.4004863
start iteration
done sorting
end inner loop
Iteration 4, inertia 22556.606998
start iteration
done sorting
end inner loop
Iteration 5, inertia 22474.2833829
start iteration
done sorting
end inner loop
Iteration 6, inertia 22411.0456226
start iteration
done sorting
end inner loop
Iteration 7, inertia 22353.7493583
start iteration
done sorting
end inner loop
Iteration 8, inertia 22325.3171737
start iteration
done sorting
end inner loop
Iteration 9, inertia 22295.961821
start iteration
done sorting
end inner loop
Iteration 10, inertia 22277.0794113
start iteration
done sorting
end inner loop
Iteration 11, inertia 22261.5646116
start iteration
done sorting
end inner loop
Iteration 12, inertia 22248.3295865
start iteration
done sorting
end inner loop
Iteration 13, inertia 22235.8205409
start iteration
done sorting
end inner loop
Iteration 14, inertia 22220.4919062
start iteration
done sorting
end inner loop
Iteration 15, inertia 22212.7107793
start iteration
done sorting
end inner loop
Iteration 16, inertia 22206.6652893
start iteration
done sorting
end inner loop
Iteration 17, inertia 22200.8431115
start iteration
done sorting
end inner loop
Iteration 18, inertia 22195.2970765
start iteration
done sorting
end inner loop
Iteration 19, inertia 22192.6358729
start iteration
done sorting
end inner loop
Iteration 20, inertia 22190.5137487
start iteration
done sorting
end inner loop
Iteration 21, inertia 22186.1521438
start iteration
done sorting
end inner loop
Iteration 22, inertia 22184.6392487
start iteration
done sorting
end inner loop
Iteration 23, inertia 22182.6627048
start iteration
done sorting
end inner loop
Iteration 24, inertia 22181.5380882
start iteration
done sorting
end inner loop
Iteration 25, inertia 22179.9143589
start iteration
done sorting
end inner loop
Iteration 26, inertia 22179.0255519
start iteration
done sorting
end inner loop
Iteration 27, inertia 22178.1269925
start iteration
done sorting
end inner loop
Iteration 28, inertia 22177.1370283
start iteration
done sorting
end inner loop
Iteration 29, inertia 22175.1597357
start iteration
done sorting
end inner loop
Iteration 30, inertia 22172.1827463
start iteration
done sorting
end inner loop
Iteration 31, inertia 22169.651357
start iteration
done sorting
end inner loop
Iteration 32, inertia 22168.0453204
start iteration
done sorting
end inner loop
Iteration 33, inertia 22167.3761768
start iteration
done sorting
end inner loop
Iteration 34, inertia 22166.5587217
start iteration
done sorting
end inner loop
Iteration 35, inertia 22166.246296
start iteration
done sorting
end inner loop
Iteration 36, inertia 22166.0910397
start iteration
done sorting
end inner loop
Iteration 37, inertia 22165.3340396
start iteration
done sorting
end inner loop
Iteration 38, inertia 22163.8406752
start iteration
done sorting
end inner loop
Iteration 39, inertia 22162.5030617
start iteration
done sorting
end inner loop
Iteration 40, inertia 22162.1075515
start iteration
done sorting
end inner loop
Iteration 41, inertia 22161.9411426
start iteration
done sorting
end inner loop
Iteration 42, inertia 22161.6772881
start iteration
done sorting
end inner loop
Iteration 43, inertia 22161.6772881
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24757.1292816
start iteration
done sorting
end inner loop
Iteration 1, inertia 23422.7803749
start iteration
done sorting
end inner loop
Iteration 2, inertia 22936.3557324
start iteration
done sorting
end inner loop
Iteration 3, inertia 22706.785648
start iteration
done sorting
end inner loop
Iteration 4, inertia 22565.7175191
start iteration
done sorting
end inner loop
Iteration 5, inertia 22483.9585503
start iteration
done sorting
end inner loop
Iteration 6, inertia 22427.2851944
start iteration
done sorting
end inner loop
Iteration 7, inertia 22396.7119779
start iteration
done sorting
end inner loop
Iteration 8, inertia 22370.0804731
start iteration
done sorting
end inner loop
Iteration 9, inertia 22342.8707522
start iteration
done sorting
end inner loop
Iteration 10, inertia 22321.454417
start iteration
done sorting
end inner loop
Iteration 11, inertia 22306.4499281
start iteration
done sorting
end inner loop
Iteration 12, inertia 22298.4932294
start iteration
done sorting
end inner loop
Iteration 13, inertia 22290.3798517
start iteration
done sorting
end inner loop
Iteration 14, inertia 22282.2536088
start iteration
done sorting
end inner loop
Iteration 15, inertia 22273.3346573
start iteration
done sorting
end inner loop
Iteration 16, inertia 22266.4097666
start iteration
done sorting
end inner loop
Iteration 17, inertia 22261.9294231
start iteration
done sorting
end inner loop
Iteration 18, inertia 22257.5422682
start iteration
done sorting
end inner loop
Iteration 19, inertia 22252.5669613
start iteration
done sorting
end inner loop
Iteration 20, inertia 22248.6674229
start iteration
done sorting
end inner loop
Iteration 21, inertia 22243.5361351
start iteration
done sorting
end inner loop
Iteration 22, inertia 22235.6219912
start iteration
done sorting
end inner loop
Iteration 23, inertia 22227.1671991
start iteration
done sorting
end inner loop
Iteration 24, inertia 22220.5971802
start iteration
done sorting
end inner loop
Iteration 25, inertia 22212.1215868
start iteration
done sorting
end inner loop
Iteration 26, inertia 22205.5354294
start iteration
done sorting
end inner loop
Iteration 27, inertia 22202.3924588
start iteration
done sorting
end inner loop
Iteration 28, inertia 22198.4296423
start iteration
done sorting
end inner loop
Iteration 29, inertia 22196.595432
start iteration
done sorting
end inner loop
Iteration 30, inertia 22194.0905807
start iteration
done sorting
end inner loop
Iteration 31, inertia 22193.7144054
start iteration
done sorting
end inner loop
Iteration 32, inertia 22193.7144054
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.071
Number of clusters: 79

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24333.6628414
start iteration
done sorting
end inner loop
Iteration 1, inertia 23179.0351564
start iteration
done sorting
end inner loop
Iteration 2, inertia 22788.8614821
start iteration
done sorting
end inner loop
Iteration 3, inertia 22583.8599571
start iteration
done sorting
end inner loop
Iteration 4, inSilhouette Coefficient: -0.060
Number of clusters: 80

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24165.6707988
start iteration
done sorting
end inner loop
Iteration 1, inertia 23234.9978984
start iteration
done sorting
end inner loop
Iteration 2, inertia 22811.5826807
start iteration
done sorting
end inner loop
Iteration 3, inertia 22609.9393436
start iteration
done sorting
end inner loop
Iteration 4, inertia 22500.1113802
start iteration
done sorting
end inner loop
Iteration 5, inertia 22412.2664879
start iteration
done sorting
end inner loop
Iteration 6, inertia 22365.8126755
start iteration
done sorting
end inner loop
Iteration 7, inertia 22327.669243
start iteration
done sorting
end inner loop
Iteration 8, inertia 22297.4878766
start iteration
done sorting
end inner loop
Iteration 9, inertia 22270.7297339
start iteration
done sorting
end inner loop
Iteration 10, inertia 22253.045332
start iteration
done sorting
end inner loop
Iteration 11, inertia 22233.0942227
start iteration
done sorting
end inner loop
Iteration 12, inertia 22218.405647
start iteration
done sorting
end inner loop
Iteration 13, inertia 22210.6646864
start iteration
done sorting
end inner loop
Iteration 14, inertia 22201.3333341
start iteration
done sorting
end inner loop
Iteration 15, inertia 22191.3290262
start iteration
done sorting
end inner loop
Iteration 16, inertia 22186.3645094
start iteration
done sorting
end inner loop
Iteration 17, inertia 22183.1946633
start iteration
done sorting
end inner loop
Iteration 18, inertia 22181.706057
start iteration
done sorting
end inner loop
Iteration 19, inertia 22180.5342614
start iteration
done sorting
end inner loop
Iteration 20, inertia 22179.5816324
start iteration
done sorting
end inner loop
Iteration 21, inertia 22178.8349884
start iteration
done sorting
end inner loop
Iteration 22, inertia 22178.1269823
start iteration
done sorting
end inner loop
Iteration 23, inertia 22177.860563
start iteration
done sorting
end inner loop
Iteration 24, inertia 22177.4339303
start iteration
done sorting
end inner loop
Iteration 25, inertia 22177.4339303
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24647.0224371
start iteration
done sorting
end inner loop
Iteration 1, inertia 23540.0083483
start iteration
done sorting
end inner loop
Iteration 2, inertia 23031.4489341
start iteration
done sorting
end inner loop
Iteration 3, inertia 22786.6839483
start iteration
done sorting
end inner loop
Iteration 4, inertia 22654.5305748
start iteration
done sorting
end inner loop
Iteration 5, inertia 22538.8585219
start iteration
done sorting
end inner loop
Iteration 6, inertia 22454.8422671
start iteration
done sorting
end inner loop
Iteration 7, inertia 22402.009526
start iteration
done sorting
end inner loop
Iteration 8, inertia 22370.3940887
start iteration
done sorting
end inner loop
Iteration 9, inertia 22353.1455486
start iteration
done sorting
end inner loop
Iteration 10, inertia 22337.3001506
start iteration
done sorting
end inner loop
Iteration 11, inertia 22323.8304393
start iteration
done sorting
end inner loop
Iteration 12, inertia 22313.438694
start iteration
done sorting
end inner loop
Iteration 13, inertia 22304.4792184
start iteration
done sorting
end inner loop
Iteration 14, inertia 22298.1084737
start iteration
done sorting
end inner loop
Iteration 15, inertia 22291.4241911
start iteration
done sorting
end inner loop
Iteration 16, inertia 22286.7293743
start iteration
done sorting
end inner loop
Iteration 17, inertia 22279.9482647
start iteration
done sorting
end inner loop
Iteration 18, inertia 22268.6375264
start iteration
done sorting
end inner loop
Iteration 19, inertia 22258.6319309
start iteration
done sorting
end inner loop
Iteration 20, inertia 22255.4719012
start iteration
done sorting
end inner loop
Iteration 21, inertia 22254.502463
start iteration
done sorting
end inner loop
Iteration 22, inertia 22251.6455701
start iteration
done sorting
end inner loop
Iteration 23, inertia 22248.9207255
start iteration
done sorting
end inner loop
Iteration 24, inertia 22247.0631221
start iteration
done sorting
end inner loop
Iteration 25, inertia 22245.1319431
start iteration
done sorting
end inner loop
Iteration 26, inertia 22241.2448351
start iteration
done sorting
end inner loop
Iteration 27, inertia 22238.6194106
start iteration
done sorting
end inner loop
Iteration 28, inertia 22237.3757014
start iteration
done sorting
end inner loop
Iteration 29, inertia 22236.1130986
start iteration
done sorting
end inner loop
Iteration 30, inertia 22234.7380653
start iteration
done sorting
end inner loop
Iteration 31, inertia 22234.5952479
start iteration
done sorting
end inner loop
Iteration 32, inertia 22234.4059709
start iteration
done sorting
end inner loop
Iteration 33, inertia 22234.4059709
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.057
Number of clusters: 81

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24071.4034336
start iteration
done sorting
end inner loop
Iteration 1, inertia 23208.7262834
start iteration
done sorting
end inner loop
Iteration 2, inertia 22829.6617854
start iteration
done sorting
end inner loop
Iteration 3, inertia 22600.0469827
start iteration
done sorting
end inner loop
Iteration 4, inertia 22479.6994603
start iteration
done sorting
end inner loop
Iteration 5, inertia 22384.249315
start iteration
done sorting
end inner loop
Iteration 6, inertia 22320.8015707
start iteration
done sorting
end inner loop
Iteration 7, inertia 22267.0276129
start iteration
done sorting
end inner loop
Iteration 8, inertia 22232.32853
start iteration
done sorting
end inner loop
Iteration 9, inertia 22198.6874076
start iteration
done sorting
end inner loop
Iteration 10, inertia 22173.1545472
start iteration
done sorting
end inner loop
Iteration 11, inertia 22155.0559524
start iteration
done sorting
end inner loop
Iteration 12, inertia 22141.5052767
start iteration
done sorting
end inner loop
Iteration 13, inertia 22128.0469482
start iteration
done sorting
end inner loop
Iteration 14, inertia 22114.2998987
start iteration
done sorting
end inner loop
Iteration 15, inertia 22103.1623034
start iteration
done sorting
end inner loop
Iteration 16, inertia 22096.9065581
start iteration
done sorting
end inner loop
Iteration 17, inertia 22092.3890951
start iteration
done sorting
end inner loop
Iteration 18, inertia 22089.6932785
start iteration
done sorting
end inner loop
Iteration 19, inertia 22088.3238541
start iteration
done sorting
end inner loop
Iteration 20, inertia 22086.7544877
start iteration
done sorting
end inner loop
Iteration 21, inertia 22084.7438431
start iteration
done sorting
end inner loop
Iteration 22, inertia 22084.250736
start iteration
done sorting
end inner loop
Iteration 23, inertia 22083.4651096
start iteration
done sorting
end inner loop
Iteration 24, inertia 22082.6520756
start iteration
done sorting
end inner loop
Iteration 25, inertia 22082.0899072
start iteration
done sorting
end inner loop
Iteration 26, inertia 22080.690847
start iteration
done sorting
end inner loop
Iteration 27, inertia 22079.0957779
start iteration
done sorting
end inner loop
Iteration 28, inertia 22076.873776
start iteration
done sorting
end inner loop
Iteration 29, inertia 22075.4129953
start iteration
done sorting
end inner loop
Iteration 30, inertia 22074.1960071
start iteration
done sorting
end inner loop
Iteration 31, inertia 22073.9065552
start iteration
done sorting
end inner loop
Iteration 32, inertia 22073.9065552
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24337.1484836
start iteration
done sorting
end inner loop
Iteration 1, inertia 23163.0102328
start iteration
done sorting
end inner loop
Iteration 2, inertia 22739.0124437
start iteration
done sorting
end inner loop
Iteration 3, inertia 22540.4702207
start iteration
done sorting
end inner loop
Iteration 4, inertia 22441.2902502
start iteration
done sorting
end inner loop
Iteration 5, inertia 22376.9465998
start iteration
done sorting
end inner loop
Iteration 6, inertia 22332.2756874
start iteration
done sorting
end inner loop
Iteration 7, inertia 22293.7151806
start iteration
done sorting
end inner loop
Iteration 8, inertia 22261.6520847
start iteration
done sorting
end inner loop
Iteration 9, inertia 22236.5314143
start iteration
done sorting
end inner loop
Iteration 10, inertia 22216.0587176
start iteration
done sorting
end inner loop
Iteration 11, inertia 22206.248373
start iteration
done sorting
end inner loop
Iteration 12, inertia 22200.4569308
start iteration
done sorting
end inner loop
Iteration 13, inertia 22192.6154505
start iteration
done sorting
end inner loop
Iteration 14, inertia 22182.0210339
start iteration
done sorting
end inner loop
Iteration 15, inertia 22175.1441726
start iteration
done sorting
end inner loop
Iteration 16, inertia 22169.0602556
start iteration
done sorting
end inner loop
Iteration 17, inertia 22164.2852135
start iteration
done sorting
end inner loop
Iteration 18, inertia 22162.6500651
start iteration
done sorting
end inner loop
Iteration 19, inertia 22161.6570221
start iteration
done sorting
end inner loop
Iteration 20, inertia 22160.248857
start iteration
done sorting
end inner loop
Iteration 21, inertia 22158.002803
start iteration
done sorting
end inner loop
Iteration 22, inertia 22156.3875661
start iteration
done sorting
end inner loop
Iteration 23, inertia 22154.7994968
start iteration
done sorting
end inner loop
Iteration 24, inertia 22152.7299254
start iteration
done sorting
end inner loop
Iteration 25, inertia 22152.1985842
start iteration
done sorting
end inner loop
Iteration 26, inertia 22151.755348
start iteration
done sorting
end inner loop
Iteration 27, inertia 22151.7311065
start iteration
done sorting
end inner loop
Iteration 28, inertia 22151.6800961
start iteration
done sorting
end inner loop
Iteration 29, inertia 22151.4974564
start iteration
done sorting
end inner loop
Iteration 30, inertia 22151.0003801
start iteration
done sorting
end inner loop
Iteration 31, inertia 22149.1257517
start iteration
done sorting
end inner loop
Iteration 32, inertia 22147.5708915
start iteration
done sorting
end inner loop
Iteration 33, inertia 22146.8997012
start iteration
done sorting
end inner loop
Iteration 34, inertia 22146.2636164
start iteration
done sorting
end inner loop
Iteration 35, inertia 22145.9638506
start iteration
done sorting
end inner loop
Iteration 36, inertia 22145.114694
start iteration
done sorting
end inner loop
Iteration 37, inertia 22143.1763951
start iteration
done sorting
end inner loop
Iteration 38, inertia 22142.4505034
start iteration
done sorting
end inner loop
Iteration 39, inertia 22142.3908097
start iteration
done sorting
end inner loop
Iteration 40, inertia 22142.3432208
start iteration
done sorting
end inner loop
Iteration 41, inertia 22142.1891885
start iteration
done sorting
end inner loop
Iteration 42, inertia 22141.9486163
start iteration
done sorting
end inner loop
Iteration 43, inertia 22141.8659273
start iteration
done sorting
end inner loop
Iteration 44, inertia 22141.8659273
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.061
Number of clusters: 82

Silhouette Coefficient: 0.046
Number of clusters: 50

Silhouette Coefficient: -0.031
Number of clusters: 83

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24443.278466
start iteration
done sorting
end inner loop
Iteration 1, inertia 23213.9597214
start iteration
done sorting
end inner loop
Iteration 2, inertia 22735.7419287
start iteration
done sorting
end inner loop
Iteration 3, inertia 22476.9384673
start iteration
done sorting
end inner loop
Iteration 4, inertia 22318.4576047
start iteration
done sorting
end inner loop
Iteration 5, inertia 22224.5390543
start iteration
done sorting
end inner loop
Iteration 6, inertia 22167.4592084
start iteration
done sorting
end inner loop
Iteration 7, inertia 22120.0400762
start iteration
done sorting
end inner loop
Iteration 8, inertia 22089.8730415
start iteration
done sorting
end inner loop
Iteration 9, inertia 22069.3069916
start iteration
done sorting
end inner loop
Iteration 10, inertia 22050.0094648
start iteration
done sorting
end inner loop
Iteration 11, inertia 22037.2985288
start iteration
done sorting
end inner loop
Iteration 12, inertia 22028.4015043
start iteration
done sorting
end inner loop
Iteration 13, inertia 22022.7335695
start iteration
done sorting
end inner loop
Iteration 14, inertia 22016.7373923
start iteration
done sorting
end inner loop
Iteration 15, inertia 22011.1019426
start iteration
done sorting
end inner loop
Iteration 16, inertia 22007.5416918
start iteration
done sorting
end inner loop
Iteration 17, inertia 22005.5177793
start iteration
done sorting
end inner loop
Iteration 18, inertia 22003.9932159
start iteration
done sorting
end inner loop
Iteration 19, inertia 22001.4622348
start iteration
done sorting
end inner loop
Iteration 20, inertia 21999.9290752
start iteration
done sorting
end inner loop
Iteration 21, inertia 21999.5618239
start iteration
done sorting
end inner loop
Iteration 22, inertia 21999.1324008
start iteration
done sorting
end inner loop
Iteration 23, inertia 21999.1324008
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24390.5690071
start iteration
done sorting
end inner loop
Iteration 1, inertia 23168.5010363
start iteration
done sorting
end inner loop
Iteration 2, inertia 22707.1743322
start iteration
done sorting
end inner loop
Iteration 3, inertia 22459.7402043
start iteration
done sorting
end inner loop
Iteration 4, inertia 22323.5921972
start iteration
done sorting
end inner loop
Iteration 5, inertia 22237.6866464
start iteration
done sorting
end inner loop
Iteration 6, inertia 22190.8583853
start iteration
done sorting
end inner loop
Iteration 7, inertia 22155.8502164
start iteration
done sorting
end inner loop
Iteration 8, inertia 22136.0931064
start iteration
done sorting
end inner loop
Iteration 9, inertia 22118.4583039
start iteration
done sorting
end inner loop
Iteration 10, inertia 22100.2573158
start iteration
done sorting
end inner loop
Iteration 11, inertia 22080.48271
start iteration
done sorting
end inner loop
Iteration 12, inertia 22063.5557117
start iteration
done sorting
end inner loop
Iteration 13, inertia 22051.6902016
start iteration
done sorting
end inner loop
Iteration 14, inertia 22043.4880777
start iteration
done sorting
end inner loop
Iteration 15, inertia 22034.8030926
start iteration
done sorting
end inner loop
Iteration 16, inertia 22027.1576905
start iteration
done sorting
end inner loop
Iteration 17, inertia 22020.017175
start iteration
done sorting
end inner loop
Iteration 18, inertia 22012.601177
start iteration
done sorting
end inner loop
Iteration 19, inertia 22004.4291921
start iteration
done sorting
end inner loop
Iteration 20, inertia 21998.8350566
start iteration
done sorting
end inner loop
Iteration 21, inertia 21994.0050561
start iteration
done sorting
end inner loop
Iteration 22, inertia 21988.6434164
start iteration
done sorting
end inner loop
Iteration 23, inertia 21984.0513129
start iteration
done sorting
end inner loop
Iteration 24, inertia 21979.4950867
start iteration
done sorting
end inner loop
Iteration 25, inertia 21973.9364088
start iteration
done sorting
end inner loop
Iteration 26, inertia 21969.8438226
start iteration
done sorting
end inner loop
Iteration 27, inertia 21968.0903931
start iteration
done sorting
end inner loop
Iteration 28, inertia 21966.8880619
start iteration
done sorting
end inner loop
Iteration 29, inertia 21966.4818514
start iteration
done sorting
end inner loop
Iteration 30, inertia 21966.4091867
start iteration
done sorting
end inner loop
Iteration 31, inertia 21966.2893687
start iteration
done sorting
end inner loop
Iteration 32, inertia 21966.0875937
start iteration
done sorting
end inner loop
Iteration 33, inertia 21965.9320548
start iteration
done sorting
end inner loop
Iteration 34, inertia 21965.0789306
start iteration
done sorting
end inner loop
Iteration 35, inertia 21964.9907129
start iteration
done sorting
end inner loop
Iteration 36, inertia 21964.8020751
start iteration
done sorting
end inner loop
Iteration 37, inertia 21964.8020751
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.046
Number of clusters: 84

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24303.0735833
start iteration
done sorting
end inner loop
Iteration 1, inertia 23215.5163447
start iteration
done sorting
end inner loop
Iteration 2, inertia 22742.2976535
start iteration
done sorting
end inner loop
Iteration 3, inertia 22487.3305553
start iteration
done sorting
end inner loop
Iteration 4, inertia 22313.6239787
start iteration
done sorting
end inner loop
Iteration 5, inertia 22193.1984432
start iteration
done sorting
end inner loop
Iteration 6, inertia 22103.3121312
start iteration
done sorting
end inner loop
Iteration 7, inertia 22054.0871519
start iteration
done sorting
end inner loop
Iteration 8, inertia 22018.1251675
start iteration
done sorting
end inner loop
Iteration 9, inertia 21986.9279538
start iteration
done sorting
end inner loop
Iteration 10, inertia 21962.5358972
start iteration
done sorting
end inner loop
Iteration 11, inertia 21939.7247962
start iteration
done sorting
end inner loop
Iteration 12, inertia 21919.4694058
start iteration
done sorting
end inner loop
Iteration 13, inertia 21905.7495486
start iteration
done sorting
end inner loop
Iteration 14, inertia 21894.2806214
start iteration
done sorting
end inner loop
Iteration 15, inertia 21882.3646079
start iteration
done sorting
end inner loop
Iteration 16, inertia 21876.1775068
start iteration
done sorting
end inner loop
Iteration 17, inertia 21873.9849058
start iteration
done sorting
end inner loop
Iteration 18, inertia 21872.028636
start iteration
done sorting
end inner loop
Iteration 19, inertia 21869.8995775
start iteration
done sorting
end inner loop
Iteration 20, inertia 21869.3447701
start iteration
done sorting
end inner loop
Iteration 21, inertia 21869.3250819
start iteration
done sorting
end inner loop
Iteration 22, inertia 21869.2852484
start iteration
done sorting
end inner loop
Iteration 23, inertia 21869.2852484
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24305.0756605
start iteration
done sorting
end inner loop
Iteration 1, inertia 23192.7873864
start iteration
done sorting
end inner loop
Iteration 2, inertia 22707.8716109
start iteration
done sorting
end inner loop
Iteration 3, inertia 22431.3731033
start iteration
done sorting
end inner loop
Iteration 4, inertia 22256.6200761
start iteration
done sorting
end inner loop
Iteration 5, inertia 22125.5476777
start iteration
done sorting
end inner loop
Iteration 6, inertia 22047.0736469
start iteration
done sorting
end inner loop
Iteration 7, inertia 21995.7508309
start iteration
done sorting
end inner loop
Iteration 8, inertia 21956.0004543
start iteration
done sorting
end inner loop
Iteration 9, inertia 21922.9694614
start iteration
done sorting
end inner loop
Iteration 10, inertia 21892.2043993
start iteration
done sorting
end inner loop
Iteration 11, inertia 21872.7014269
start iteration
done sorting
end inner loop
Iteration 12, inertia 21860.510755
start iteration
done sorting
end inner loop
Iteration 13, inertia 21849.9978722
start iteration
done sorting
end inner loop
Iteration 14, inertia 21843.3399707
start iteration
done sorting
end inner loop
Iteration 15, inertia 21838.6001446
start iteration
done sorting
end inner loop
Iteration 16, inertia 21837.2563465
start iteration
done sorting
end inner loop
Iteration 17, inertia 21834.7243144
start iteration
done sorting
end inner loop
Iteration 18, inertia 21831.9201799
start iteration
done sorting
end inner loop
Iteration 19, inertia 21827.9286364
start iteration
done sorting
end inner loop
Iteration 20, inertia 21825.3475659
start iteration
done sorting
end inner loop
Iteration 21, inertia 21823.9811145
start iteration
done sorting
end inner loop
Iteration 22, inertia 21822.0202573
start iteration
done sorting
end inner loop
Iteration 23, inertia 21821.7652803
start iteration
done sorting
end inner loop
Iteration 24, inertia 21821.6224993
start iteration
done sorting
end inner loop
Iteration 25, inertia 21821.228017
start iteration
done sorting
end inner loop
Iteration 26, inertia 21820.8585446
start iteration
done sorting
end inner loop
Iteration 27, inertia 21820.2923783
start iteration
done sorting
end inner loop
Iteration 28, inertia 21820.0221669
start iteration
done sorting
end inner loop
Iteration 29, inertia 21819.5671187
start iteration
done sorting
end inner loop
Iteration 30, inertia 21819.2803513
start iteration
done sorting
end inner loop
Iteration 31, inertia 21819.127548
start iteration
done sorting
end inner loop
Iteration 32, inertia 21819.0493813
start iteration
done sorting
end inner loop
Iteration 33, inertia 21818.9302132
start iteration
done sorting
end inner loop
Iteration 34, inertia 21818.8504141
start iteration
done sorting
end inner loop
Iteration 35, inertia 21818.775861
start iteration
done sorting
end inner loop
Iteration 36, inertia 21818.775861
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.060
Number of clusters: 85

Silhouette Coefficient: 0.059
Number of clusters: 19

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24512.6270214
start iteration
done sorting
end inner loop
Iteration 1, inertia 23192.4118893
start iteration
done sorting
end inner loop
Iteration 2, inertia 22767.8129239
start iteration
done sorting
end inner loop
Iteration 3, inertia 22572.1034906
start iteration
done sorting
end inner loop
Iteration 4, inertia 22439.7246377
start iteration
done sorting
end inner loop
Iteration 5, inertia 22351.5135026
start iteration
done sorting
end inner loop
Iteration 6, inertia 22290.1895264
start iteration
done sorting
end inner loop
Iteration 7, inertia 22241.0021634
start iteration
done sorting
end inner loop
Iteration 8, inertia 22189.5144672
start iteration
done sorting
end inner loop
Iteration 9, inertia 22154.5158863
start iteration
done sorting
end inner loop
Iteration 10, inertia 22128.7995389
start iteration
done sorting
end inner loop
Iteration 11, inertia 22115.3915055
start iteration
done sorting
end inner loop
Iteration 12, inertia 22100.2291851
start iteration
done sorting
end inner loop
Iteration 13, inertia 22085.8902762
start iteration
done sorting
end inner loop
Iteration 14, inertia 22074.1002702
start iteration
done sorting
end inner loop
Iteration 15, inertia 22067.2741597
start iteration
done sorting
end inner loop
Iteration 16, inertia 22061.784211
start iteration
done sorting
end inner loop
Iteration 17, inertia 22053.9906795
start iteration
done sorting
end inner loop
Iteration 18, inertia 22049.8536669
start iteration
done sorting
end inner loop
Iteration 19, inertia 22046.1366044
start iteration
done sorting
end inner loop
Iteration 20, inertia 22042.2005791
start iteration
done sorting
end inner loop
Iteration 21, inertia 22033.8561399
start iteration
done sorting
end inner loop
Iteration 22, inertia 22025.7049136
start iteration
done sorting
end inner loop
Iteration 23, inertia 22013.7198031
start iteration
done sorting
end inner loop
Iteration 24, inertia 22004.2477345
start iteration
done sorting
end inner loop
Iteration 25, inertia 21995.5140016
start iteration
done sorting
end inner loop
Iteration 26, inertia 21991.3207452
start iteration
done sorting
end inner loop
Iteration 27, inertia 21989.9646494
start iteration
done sorting
end inner loop
Iteration 28, inertia 21987.4006336
start iteration
done sorting
end inner loop
Iteration 29, inertia 21987.0897883
start iteration
done sorting
end inner loop
Iteration 30, inertia 21986.8144961
start iteration
done sorting
end inner loop
Iteration 31, inertia 21986.8144961
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24124.4927Silhouette Coefficient: -0.069
Number of clusters: 86

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24276.10011
start iteration
done sorting
end inner loop
Iteration 1, inertia 23199.6751252
start iteration
done sorting
end inner loop
Iteration 2, inertia 22795.8470125
start iteration
done sorting
end inner loop
Iteration 3, inertia 22564.1016464
start iteration
done sorting
end inner loop
Iteration 4, inertia 22423.3869075
start iteration
done sorting
end inner loop
Iteration 5, inertia 22329.0776051
start iteration
done sorting
end inner loop
Iteration 6, inertia 22269.7449738
start iteration
done sorting
end inner loop
Iteration 7, inertia 22217.4760222
start iteration
done sorting
end inner loop
Iteration 8, inertia 22178.7069578
start iteration
done sorting
end inner loop
Iteration 9, inertia 22153.848292
start iteration
done sorting
end inner loop
Iteration 10, inertia 22139.2656246
start iteration
done sorting
end inner loop
Iteration 11, inertia 22127.54839
start iteration
done sorting
end inner loop
Iteration 12, inertia 22119.4051342
start iteration
done sorting
end inner loop
Iteration 13, inertia 22113.2379719
start iteration
done sorting
end inner loop
Iteration 14, inertia 22109.218773
start iteration
done sorting
end inner loop
Iteration 15, inertia 22106.3569284
start iteration
done sorting
end inner loop
Iteration 16, inertia 22100.9353468
start iteration
done sorting
end inner loop
Iteration 17, inertia 22096.2451268
start iteration
done sorting
end inner loop
Iteration 18, inertia 22090.762053
start iteration
done sorting
end inner loop
Iteration 19, inertia 22085.9044228
start iteration
done sorting
end inner loop
Iteration 20, inertia 22079.3128098
start iteration
done sorting
end inner loop
Iteration 21, inertia 22074.3255243
start iteration
done sorting
end inner loop
Iteration 22, inertia 22070.0806515
start iteration
done sorting
end inner loop
Iteration 23, inertia 22063.7369915
start iteration
done sorting
end inner loop
Iteration 24, inertia 22060.4932121
start iteration
done sorting
end inner loop
Iteration 25, inertia 22058.1185534
start iteration
done sorting
end inner loop
Iteration 26, inertia 22056.0755943
start iteration
done sorting
end inner loop
Iteration 27, inertia 22055.3700149
start iteration
done sorting
end inner loop
Iteration 28, inertia 22054.734125
start iteration
done sorting
end inner loop
Iteration 29, inertia 22053.936813
start iteration
done sorting
end inner loop
Iteration 30, inertia 22053.4345371
start iteration
done sorting
end inner loop
Iteration 31, inertia 22053.4345371
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24321.5054765
start iteration
done sorting
end inner loop
Iteration 1, inertia 23061.1504234
start iteration
done sorting
end inner loop
Iteration 2, inertia 22556.9929881
start iteration
done sorting
end inner loop
Iteration 3, inertia 22325.8469818
start iteration
done sorting
end inner loop
Iteration 4, inertia 22199.414443
start iteration
done sorting
end inner loop
Iteration 5, inertia 22131.0204892
start iteration
done sorting
end inner loop
Iteration 6, inertia 22100.2244319
start iteration
done sorting
end inner loop
Iteration 7, inertia 22072.0886702
start iteration
done sorting
end inner loop
Iteration 8, inertia 22051.980485
start iteration
done sorting
end inner loop
Iteration 9, inertia 22031.1690934
start iteration
done sorting
end inner loop
Iteration 10, inertia 22013.082312
start iteration
done sorting
end inner loop
Iteration 11, inertia 21993.5727277
start iteration
done sorting
end inner loop
Iteration 12, inertia 21982.5788454
start iteration
done sorting
end inner loop
Iteration 13, inertia 21973.4436782
start iteration
done sorting
end inner loop
Iteration 14, inertia 21965.1585847
start iteration
done sorting
end inner loop
Iteration 15, inertia 21957.6242472
start iteration
done sorting
end inner loop
Iteration 16, inertia 21947.7375731
start iteration
done sorting
end inner loop
IteraSilhouette Coefficient: 0.035
Number of clusters: 51

Silhouette Coefficient: -0.066
Number of clusters: 87

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24100.637284
start iteration
done sorting
end inner loop
Iteration 1, inertia 23075.6567502
start iteration
done sorting
end inner loop
Iteration 2, inertia 22662.371349
start iteration
done sorting
end inner loop
Iteration 3, inertia 22465.3698815
start iteration
done sorting
end inner loop
Iteration 4, inertia 22359.4805966
start iteration
done sorting
end inner loop
Iteration 5, inertia 22294.076719
start iteration
done sorting
end inner loop
Iteration 6, inertia 22253.1843314
start iteration
done sorting
end inner loop
Iteration 7, inertia 22230.3590578
start iteration
done sorting
end inner loop
Iteration 8, inertia 22215.2182286
start iteration
done sorting
end inner loop
Iteration 9, inertia 22203.1285288
start iteration
done sorting
end inner loop
Iteration 10, inertia 22194.8937005
start iteration
done sorting
end inner loop
Iteration 11, inertia 22187.3248606
start iteration
done sorting
end inner loop
Iteration 12, inertia 22180.6991166
start iteration
done sorting
end inner loop
Iteration 13, inertia 22178.8898443
start iteration
done sorting
end inner loop
Iteration 14, inertia 22178.4884428
start iteration
done sorting
end inner loop
Iteration 15, inertia 22176.7839132
start iteration
done sorting
end inner loop
Iteration 16, inertia 22175.4960342
start iteration
done sorting
end inner loop
Iteration 17, inertia 22172.3790464
start iteration
done sorting
end inner loop
Iteration 18, inertia 22167.6232124
start iteration
done sorting
end inner loop
Iteration 19, inertia 22158.4156792
start iteration
done sorting
end inner loop
Iteration 20, inertia 22151.2133297
start iteration
done sorting
end inner loop
Iteration 21, inertia 22136.6459675
start iteration
done sorting
end inner loop
Iteration 22, inertia 22126.4238704
start iteration
done sorting
end inner loop
Iteration 23, inertia 22123.8822645
start iteration
done sorting
end inner loop
Iteration 24, inertia 22119.6629933
start iteration
done sorting
end inner loop
Iteration 25, inertia 22116.4688875
start iteration
done sorting
end inner loop
Iteration 26, inertia 22111.3139908
start iteration
done sorting
end inner loop
Iteration 27, inertia 22108.8817756
start iteration
done sorting
end inner loop
Iteration 28, inertia 22105.2799169
start iteration
done sorting
end inner loop
Iteration 29, inertia 22104.8696115
start iteration
done sorting
end inner loop
Iteration 30, inertia 22104.2355643
start iteration
done sorting
end inner loop
Iteration 31, inertia 22103.9124323
start iteration
done sorting
end inner loop
Iteration 32, inertia 22103.7390919
start iteration
done sorting
end inner loop
Iteration 33, inertia 22103.5598373
start iteration
done sorting
end inner loop
Iteration 34, inertia 22103.5598373
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24095.2863313
start iteration
done sorting
end inner loop
Iteration 1, inertia 23051.5843955
start iteration
done sorting
end inner loop
Iteration 2, inertia 22615.4574757
start iteration
done sorting
end inner loop
Iteration 3, inertia 22380.1366747
start iteration
done sorting
end inner loop
Iteration 4, inertia 22244.6925526
start iteration
done sorting
end inner loop
Iteration 5, inertia 22164.7713675
start iteration
done sorting
end inner loop
Iteration 6, inertia 22112.5832348
start iteration
done sorting
end inner loop
Iteration 7, inertia 22074.7325626
start iteration
done sorting
end inner loop
Iteration 8, inertia 22053.2236503
start iteration
done sorting
end inner loop
Iteration 9, inertia 22039.7278908
start iteration
done sorting
end inner loop
Iteration 10, inertia 22024.3677938
start iteration
done sorting
end inner loop
Iteration 11, inertia 22001.5984978
start iteration
done sorting
end inner loop
Iteration 12, inertia 21984.85408
start iteration
done sorting
end inner loop
Iteration 13, inertia 21974.5787424
start iteration
done sorting
end inner loop
Iteration 14, inertia 21963.3954754
start iteration
done sorting
end inner loop
Iteration 15, inertia 21957.3710015
start iteration
done sorting
end inner loop
Iteration 16, inertia 21954.2385506
start iteration
done sorting
end inner loop
Iteration 17, inertia 21949.889669
start iteration
done sorting
end inner loop
Iteration 18, inertia 21947.3397174
start iteration
done sorting
end inner loop
Iteration 19, inertia 21944.6261212
start iteration
done sorting
end inner loop
Iteration 20, inertia 21942.3717348
start iteration
done sorting
end inner loop
Iteration 21, inertia 21941.26413
start iteration
done sorting
end inner loop
Iteration 22, inertia 21940.215357
start iteration
done sorting
end inner loop
Iteration 23, inertia 21939.4218923
start iteration
done sorting
end inner loop
Iteration 24, inertia 21939.3170003
start iteration
done sorting
end inner loop
Iteration 25, inertia 21939.3170003
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.056
Number of clusters: 88

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24006.3026799
start iteration
done sorting
end inner loop
Iteration 1, inertia 22886.2252694
start iteration
done sorting
end inner loop
Iteration 2, inertia 22452.051204
start iteration
done sorting
end inner loop
Iteration 3, inertia 22258.3526339
start iteration
done sorting
end inner loop
Iteration 4, inertia 22124.062868
start iteration
done sorting
end inner loop
Iteration 5, inertia 22041.3002357
start iteration
done sorting
end inner loop
Iteration 6, inertia 21981.1711758
start iteration
done sorting
end inner loop
Iteration 7, inertia 21936.2825396
start iteration
done sorting
end inner loop
Iteration 8, inertia 21907.1012403
start iteration
done sorting
end inner loop
Iteration 9, inertia 21874.4764286
start iteration
done sorting
end inner loop
Iteration 10, inertia 21843.644023
start iteration
done sorting
end inner loop
Iteration 11, inertia 21827.5408079
start iteration
done sorting
end inner loop
Iteration 12, inertia 21816.7642467
start iteration
done sorting
end inner loop
Iteration 13, inertia 21809.8059838
start iteration
done sorting
end inner loop
Iteration 14, inertia 21799.9422691
start iteration
done sorting
end inner loop
Iteration 15, inertia 21791.7605131
start iteration
done sorting
end inner loop
Iteration 16, inertia 21785.2963058
start iteration
done sorting
end inner loop
Iteration 17, inertia 21781.2416565
start iteration
done sorting
end inner loop
Iteration 18, inertia 21775.9623375
start iteration
done sorting
end inner loop
Iteration 19, inertia 21770.1187199
start iteration
done sorting
end inner loop
Iteration 20, inertia 21767.8607427
start iteration
done sorting
end inner loop
Iteration 21, inertia 21765.6840836
start iteration
done sorting
end inner loop
Iteration 22, inertia 21763.2499442
start iteration
done sorting
end inner loop
Iteration 23, inertia 21759.3176451
start iteration
done sorting
end inner loop
Iteration 24, inertia 21754.0873673
start iteration
done sorting
end inner loop
Iteration 25, inertia 21749.7403067
start iteration
done sorting
end inner loop
Iteration 26, inertia 21746.3153267
start iteration
done sorting
end inner loop
Iteration 27, inertia 21743.8501567
start iteration
done sorting
end inner loop
Iteration 28, inertia 21740.6572949
start iteration
done sorting
end inner loop
Iteration 29, inertia 21736.4378998
start iteration
done sorting
end inner loop
Iteration 30, inertia 21732.5830138
start iteration
done sorting
end inner loop
Iteration 31, inertia 21730.0458867
start iteration
done sorting
end inner loop
Iteration 32, inertia 21726.9243703
start iteration
done sorting
end inner loop
Iteration 33, inertia 21723.6289198
start iteration
done sorting
end inner loop
Iteration 34, inertia 21721.2695963
start iteration
done sorting
end inner loop
Iteration 35, inertia 21720.0738221
start iteration
done sorting
end inner loop
Iteration 36, inertia 21718.609966
start iteration
done sorting
end inner loop
IteInitialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24083.1854924
start iteration
done sorting
end inner loop
Iteration 1, inertia 23044.4719348
start iteration
done sorting
end inner loop
Iteration 2, inertia 22591.198877
start iteration
done sorting
end inner loop
Iteration 3, inertia 22308.7805705
start iteration
done sorting
end inner loop
Iteration 4, inertia 22163.9492097
start iteration
done sorting
end inner loop
Iteration 5, inertia 22071.5600909
start iteration
done sorting
end inner loop
Iteration 6, inertia 21996.2135431
start iteration
done sorting
end inner loop
Iteration 7, inertia 21934.6858793
start iteration
done sorting
end inner loop
Iteration 8, inertia 21887.9319511
start iteration
done sorting
end inner loop
Iteration 9, inertia 21857.5678789
start iteration
done sorting
end inner loop
Iteration 10, inertia 21834.2611053
start iteration
done sorting
end inner loop
Iteration 11, inertia 21819.8502565
start iteration
done sorting
end inner loop
Iteration 12, inertia 21810.9434223
start iteration
done sorting
end inner loop
Iteration 13, inertia 21803.2229316
start iteration
done sorting
end inner loop
Iteration 14, inertia 21798.0848736
start iteration
done sorting
end inner loop
Iteration 15, inertia 21792.7210355
start iteration
done sorting
end inner loop
Iteration 16, inertia 21789.5977797
start iteration
done sorting
end inner loop
Iteration 17, inertia 21786.8420209
start iteration
done sorting
end inner loop
Iteration 18, inertia 21785.7885212
start iteration
done sorting
end inner loop
Iteration 19, inertia 21785.1905551
start iteration
done sorting
end inner loop
Iteration 20, inertia 21784.6943071
start iteration
done sorting
end inner loop
Iteration 21, inertia 21784.4765171
start iteration
done sorting
end inner loop
Iteration 22, inertia 21784.2973797
start iteration
done sorting
end inner loop
Iteration 23, inertia 21784.2528064
start iteration
done sorting
end inner loop
Iteration 24, inertia 21784.0053758
start iteration
done sorting
end inner loop
Iteration 25, inertia 21783.7602715
start iteration
done sorting
end inner loop
Iteration 26, inertia 21783.4330735
start iteration
done sorting
end inner loop
Iteration 27, inertia 21781.5867895
start iteration
done sorting
end inner loop
Iteration 28, inertia 21780.664815
start iteration
done sorting
end inner loop
Iteration 29, inertia 21779.6803728
start iteration
done sorting
end inner loop
Iteration 30, inertia 21778.1142334
start iteration
done sorting
end inner loop
Iteration 31, inertia 21777.7391575
start iteration
done sorting
end inner loop
Iteration 32, inertia 21777.5859474
start iteration
done sorting
end inner loop
Iteration 33, inertia 21777.5495703
start iteration
done sorting
end inner loop
Iteration 34, inertia 21777.5495703
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.051
Number of clusters: 89

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 23859.7455908
start iteration
done sorting
end inner loop
Iteration 1, inertia 22824.4420168
start iteration
done sorting
end inner loop
Iteration 2, inertia 22405.63729
start iteration
done sorting
end inner loop
Iteration 3, inertia 22156.4481115
start iteration
done sorting
end inner loop
Iteration 4, inertia 22028.2331203
start iteration
done sorting
end inner loop
Iteration 5, inertia 21955.0806981
start iteration
done sorting
end inner loop
Iteration 6, inertia 21905.6394314
start iteration
done sorting
end inner loop
Iteration 7, inertia 21870.0038292
start iteration
done sorting
end inner loop
Iteration 8, inertia 21837.293788
start iteration
done sorting
end inner loop
Iteration 9, inertia 21813.1183603
start iteration
done sorting
end inner loop
Iteration 10, inertia 21798.4756866
start iteration
done sorting
end inner loop
Iteration 11, inertia 21787.05737
start iteration
done sorting
end inner loop
Iteration 12, inertia 21779.3670989
start iteration
done sorting
end inner loop
Iteration 13, inertia 21775.3161672
start iteration
done sorting
end inner loop
Iteration 14, inertia 21772.9183828
start iteration
done sorting
end inner loop
Iteration 15, inertia 21771.4641601
start iteration
done sorting
end inner loop
Iteration 16, inertia 21770.6307959
start iteration
done sorting
end inner loop
Iteration 17, inertia 21770.1430501
start iteration
done sorting
end inner loop
Iteration 18, inertia 21769.9757064
start iteration
done sorting
end inner loop
Iteration 19, inertia 21769.7060804
start iteration
done sorting
end inner loop
Iteration 20, inertia 21769.5127343
start iteration
done sorting
end inner loop
Iteration 21, inertia 21769.5127343
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 23960.3050284
start iteration
done sorting
end inner loop
Iteration 1, inertia 22909.8734901
start iteration
done sorting
end inner loop
Iteration 2, inertia 22490.2192477
start iteration
done sorting
end inner loop
Iteration 3, inertia 22285.5242143
start iteration
done sorting
end inner loop
Iteration 4, inertia 22161.5201666
start iteration
done sorting
end inner loop
Iteration 5, inertia 22081.011362
start iteration
done sorting
end inner loop
Iteration 6, inertia 22022.1202803
start iteration
done sorting
end inner loop
Iteration 7, inertia 21976.1149484
start iteration
done sorting
end inner loop
Iteration 8, inertia 21949.3055717
start iteration
done sorting
end inner loop
Iteration 9, inertia 21923.1128975
start iteration
done sorting
end inner loop
Iteration 10, inertia 21910.1893655
start iteration
done sorting
end inner loop
Iteration 11, inertia 21902.7985474
start iteration
done sorting
end inner loop
Iteration 12, inertia 21894.0312025
start iteration
done sorting
end inner loop
Iteration 13, inertia 21886.5282966
start iteration
done sorting
end inner loop
Iteration 14, inertia 21879.8788163
start iteration
done sorting
end inner loop
Iteration 15, inertia 21874.4843129
start iteration
done sorting
end inner loop
Iteration 16, inertia 21871.8157331
start iteration
done sorting
end inner loop
Iteration 17, inertia 21869.204834
start iteration
done sorting
end inner loop
Iteration 18, inertia 21864.7632394
start iteration
done sorting
end inner loop
Iteration 19, inertia 21863.4924934
start iteration
done sorting
end inner loop
Iteration 20, inertia 21862.6437719
start iteration
done sorting
end inner loop
Iteration 21, inertia 21862.23202
start iteration
done sorting
end inner loop
Iteration 22, inertia 21862.1177253
start iteration
done sorting
end inner loop
Iteration 23, inertia 21862.1177253
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.052
Number of clusters: 90

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 23936.3699506
start iteration
done sorting
end inner loop
Iteration 1, inertia 22830.9506396
start iteration
done sorting
end inner loop
Iteration 2, inertia 22386.626212
start iteration
done sorting
end inner loop
Iteration 3, inertia 22148.8408225
start iteration
done sorting
end inner loop
Iteration 4, inertia 21991.4953072
start iteration
done sorting
end inner loop
Iteration 5, inertia 21918.1736779
start iteration
done sorting
end inner loop
Iteration 6, inertia 21867.7390995
start iteration
done sorting
end inner loop
Iteration 7, inertia 21823.8713138
start iteration
done sorting
end inner loop
Iteration 8, inertia 21783.543648
start iteration
done sorting
end inner loop
Iteration 9, inertia 21746.2711266
start iteration
done sorting
end inner loop
Iteration 10, inertia 21710.4972262
start iteration
done sorting
end inner loop
Iteration 11, inertia 21691.895287
start iteration
done sorting
end inner loop
Iteration 12, inertia 21678.8799815
start iteration
done sorting
end inner loop
Iteration 13, inertia 21670.8671521
start iteration
done sorting
end inner loop
Iteration 14, inertia 21662.8132914
start iteration
done sorting
end inner loop
Iteration 15, inertia 21655.4583211
start iteration
done sorting
end inner loop
Iteration 16, inertia 21651.035127
start iteration
done sorting
end inner loop
Iteration 17, inertia 21647.6863285
start iteration
done sorting
end inner loop
Iteration 18, inertia 21642.0581632
start iteration
done sorting
end inner loop
Iteration 19, inertia 21635.9764211
start iteration
done sorting
end inner loop
Iteration 20, inertia 21634.1914449
start iteration
done sorting
end inner loop
Iteration 21, inertia 21633.2911172
start iteration
done sorting
end inner loop
Iteration 22, inertia 21632.1060078
start iteration
done sorting
end inner loop
Iteration 23, inertia 21630.722511
start iteration
done sorting
end inner loop
Iteration 24, inertia 21630.5747503
start iteration
done sorting
end inner loop
Iteration 25, inertia 21630.4993761
start iteration
done sorting
end inner loop
Iteration 26, inertia 21630.2189056
start iteration
done sorting
end inner loop
Iteration 27, inertia 21630.2189056
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24018.6803178
start iteration
done sorting
end inner loop
Iteration 1, inertia 22926.8607462
start iteration
done sorting
end inner loop
Iteration 2, inertia 22454.3581024
start iteration
done sorting
end inner loop
Iteration 3, inertia 22252.8319422
start iteration
done sorting
end inner loop
Iteration 4, inertia 22116.4477474
start iteration
done sorting
end inner loop
Iteration 5, inertia 22033.5546504
start iteration
done sorting
end inner loop
Iteration 6, inertia 21980.9753593
start iteration
done sorting
end inner loop
Iteration 7, inertia 21945.3386996
start iteration
done sorting
end inner loop
Iteration 8, inertia 21910.9754344
start iteration
done sorting
end inner loop
Iteration 9, inertia 21882.5465591
start iteration
done sorting
end inner loop
Iteration 10, inertia 21864.6010176
start iteration
done sorting
end inner loop
Iteration 11, inertia 21850.7758785
start iteration
done sorting
end inner loop
Iteration 12, inertia 21843.3167458
start iteration
done sorting
end inner loop
Iteration 13, inertia 21838.254262
start iteration
done sorting
end inner loop
Iteration 14, inertia 21834.295917
start iteration
done sorting
end inner loop
Iteration 15, inertia 21830.3066205
start iteration
done sorting
end inner loop
Iteration 16, inertia 21827.5145392
start iteration
done sorting
end inner loop
Iteration 17, inertia 21825.1407086
start iteration
done sorting
end inner loop
Iteration 18, inertia 21822.1806698
start iteration
done sorting
end inner loop
Iteration 19, inertia 21817.1675465
start iteration
done sorting
end inner loop
Iteration 20, inertia 21813.9362988
start iteration
done sorting
end inner loop
Iteration 21, inertia 21807.5413298
start iteration
done sorting
end inner loop
Iteration 22, inertia 21803.2735488
start iteration
done sorting
end inner loop
Iteration 23, inertia 21800.4428092
start iteration
done sorting
end inner loop
Iteration 24, inertia 21798.8593996
start iteration
done sorting
end inner loop
Iteration 25, inertia 21798.3246506
start iteration
done sorting
end inner loop
Iteration 26, inertia 21796.9568207
start iteration
done sorting
end inner loop
Iteration 27, inertia 21794.782025
start iteration
done sorting
end inner loop
Iteration 28, inertia 21793.5150407
start iteration
done sorting
end inner loop
Iteration 29, inertia 21792.6771276
start iteration
done sorting
end inner loop
Iteration 30, inertia 21792.5055509
start iteration
done sorting
end inner loop
Iteration 31, inertia 21792.3171644
start iteration
done sorting
end inner loop
Iteration 32, inertia 21792.3171644
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24287.4964947
start iteration
done sorting
end inner loop
Iteration 1, inertia 23074.0667512
start iteration
done sorting
end inner loop
Iteration 2, inertia 22611.0378557
start iteration
done sorting
end inner loop
Iteration 3, inertia 22397.0248002
start iteration
done sorting
end inner loop
Iteration 4, inertia 22253.3212116
start iteration
done sorting
end inner loop
Iteration 5, inertia 22153.7407114
start iteration
done sorting
end inner loop
Iteration 6, inertia 22068.8410696
start iteration
done sorting
end inner loop
Iteration 7, inertia 22002.5432242
start iteration
done sorting
end inner loop
Iteration 8, inertia 21950.0565321
start iteration
done sorting
end inner loop
Iteration 9, inertia 21921.0221869
start iteration
done sorting
end inner loop
Iteration 10, inertia 21903.9651855
start iteration
done sorting
end inner loop
Iteration 11, inertia 21889.1347416
start iteration
done sorting
end inner loop
Iteration 12, inertia 21875.5426392
start iteration
done sorting
end inner loop
Iteration 13, inertia 21867.3773482
start iteration
done sorting
end inner loop
Iteration 14, inertia 21859.5786461
start iteration
done sorting
end inner loop
Iteration 15, inertia 21851.9446038
start iteration
done sorting
end inner loop
Iteration 16, inertia 21845.4625495
start iteration
done sorting
end inner loop
Iteration 17, inertia 21841.713405
start iteration
done sorting
end inner loop
Iteration 18, inertia 21834.4829584
start iteration
done sorting
end inner loop
Iteration 19, inertia 21828.4280107
start iteration
done sorting
end inner loop
Iteration 20, inertia 21825.2182294
start iteration
done sorting
end inner loop
Iteration 21, inertia 21823.5541631
start iteration
done sorting
end inner loop
Iteration 22, inertia 21821.447489
start iteration
done sorting
end inner loop
Iteration 23, inertia 21818.5490197
start iteration
done sorting
end inner loop
Iteration 24, inertia 21815.0610548
start iteration
done sorting
end inner loop
Iteration 25, inertia 21812.2307231
start iteration
done sorting
end inner loop
Iteration 26, inertia 21809.4462243
start iteration
done sorting
end inner loop
Iteration 27, inertia 21807.5717234
start iteration
done sorting
end inner loop
Iteration 28, inertia 21806.7585934
start iteration
done sorting
end inner loop
Iteration 29, inertia 21805.5152696
start iteration
done sorting
end inner loop
Iteration 30, inertia 21803.8653885
start iteration
done sorting
end inner loop
Iteration 31, inertia 21803.139368
start iteration
done sorting
end inner loop
Iteration 32, inertia 21802.2676955
start iteration
done sorting
end inner loop
Iteration 33, inertia 21802.030896
start iteration
done sorting
end inner loop
Iteration 34, inertia 21801.9650006
start iteration
done sorting
end inner loop
Iteration 35, inertia 21801.9650006
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.058
Number of clusters: 91

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24156.1212394
start iteration
done sorting
end inner loop
Iteration 1, inertia 22891.3685703
start iteration
done sorting
end inner loop
Iteration 2, inertia 22411.2220469
start iteration
done sorting
end inner loop
Iteration 3, inertia 22147.4730753
start iteration
done sorting
end inner loop
Iteration 4, inertia 22012.1553481
start iteration
done sorting
end inner loop
Iteration 5, inertia 21940.2163918
start iteration
done sorting
end inner loop
Iteration 6, inertia 21884.7061031
start iteration
done sorting
end inner loop
Iteration 7, inertia 21846.9847834
start iteration
done sorting
end inner loop
Iteration 8, inertia 21813.3041298
start iteration
done sorting
end inner loop
Iteration 9, inertia 21788.1711771
start iteration
done sorting
end inner loop
Iteration 10, inertia 21778.2333242
start iteration
done sorting
end inner loop
Iteration 11, inertia 21767.0464523
start iteration
done sorting
end inner loop
Iteration 12, inertia 21754.0323862
start iteration
done sorting
end inner loop
Iteration 13, inertia 21743.0662685
start iteration
done sorting
end inner loop
Iteration 14, inertia 21735.0643211
start iteration
done sorting
end inner loop
Iteration 15, inertia 21728.2897981
start iteration
done sorting
end inner loop
Iteration 16, inertia 21722.5368556
start iteration
done sorting
end inner loop
Iteration 17, inertia 21719.231641
start iteration
done sorting
end inner loop
Iteration 18, inertia 21717.6991361
start iteration
done sorting
end inner loop
Iteration 19, inertia 21716.7970146
start iteration
done sorting
end inner loop
Iteration 20, inertia 21715.796222
start iteration
done sorting
end inner loop
Iteration 21, inertia 21715.6967887
start iteration
done sorting
end inner loop
Iteration 22, inertia 21715.6967887
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24146.2560646
start iteration
done sorting
end inner loop
Iteration 1, inertia 22999.1007408
start iteration
done sorting
end inner loop
Iteration 2, inertia 22506.0574231
start iteration
done sorting
end inner loop
Iteration 3, inertia 22272.9918395
start iteration
done sorting
end inner loop
Iteration 4, inertia 22164.4275148
start iteration
done sorting
end inner loop
Iteration 5, inertia 22099.3912125
start iteration
done sorting
end inner loop
Iteration 6, inertia 22058.5495314
start iteration
done sorting
end inner loop
Iteration 7, inertia 22035.3497582
start iteration
done sorting
end inner loop
Iteration 8, inertia 22016.0630095
start iteration
done sorting
end inner loop
Iteration 9, inertia 22000.2263711
start iteration
done sorting
end inner loop
Iteration 10, inertia 21988.7797208
start iteration
done sorting
end inner loop
Iteration 11, inertia 21980.0360589
start iteration
done sorting
end inner loop
Iteration 12, inertia 21974.0823792
start iteration
done sorting
end inner loop
Iteration 13, inertia 21969.6795815
start iteration
done sorting
end inner loop
Iteration 14, inertia 21965.6009122
start iteration
done sorting
end inner loop
Iteration 15, inertia 21960.6048161
start iteration
done sorting
end inner loop
Iteration 16, inertia 21955.8858592
start iteration
done sorting
end inner loop
Iteration 17, inertia 21953.6416986
start iteration
done sorting
end inner loop
Iteration 18, inertia 21951.1962964
start iteration
done sorting
end inner loop
Iteration 19, inertia 21948.4695401
start iteration
done sorting
end inner loop
Iteration 20, inertia 21947.0480799
start iteration
done sorting
end inner loop
Iteration 21, inertia 21946.7053213
start iteration
done sorting
end inner loop
Iteration 22, inertia 21946.299913
start iteration
done sorting
end inner loop
Iteration 23, inertia 21946.1162281
start iteration
done sorting
end inner loop
Iteration 24, inertia 21946.1162281
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 23842.4155045
start iteration
done sorting
end inner loop
Iteration 1, inertia 22834.5739378
start iteration
done sorting
end inner loop
Iteration 2, inertia 22374.1740526
start iteration
done sorting
end inner loop
Iteration 3, inertia 22150.5535702
start iteration
done sorting
end inner loop
Iteration 4, inertia 22012.279251
start iteration
done sorting
end inner loop
Iteration 5, inertia 21917.3629926
start iteration
done sorting
end inner loop
Iteration 6, inertia 21850.8051931
start iteration
done sorting
end inner loop
Iteration 7, inertia 21805.0355381
start iteration
done sorting
end inner loop
Iteration 8, inertia 21760.9892448
start iteration
done sorting
end inner loop
Iteration 9, inertia 21733.8026592
start iteration
done sorting
end inner loop
Iteration 10, inertia 21719.1652346
start iteration
done sorting
end inner loop
Iteration 11, inertia 21708.0984308
start iteration
done sorting
end inner loop
Iteration 12, inertia 21698.9534074
start iteration
done sorting
end inner loop
Iteration 13, inertia 21691.7887105
start iteration
done sorting
end inner loop
Iteration 14, inertia 21684.8311705
start iteration
done sorting
end inner loop
Iteration 15, inertia 21682.3660241
start iteration
done sorting
end inner loop
Iteration 16, inertia 21677.3590793
start iteration
done sorting
end inner loop
Iteration 17, inertia 21673.9465483
start iteration
done sorting
end inner loop
Iteration 18, inertia 21669.5371523
start iteration
done sorting
end inner loop
Iteration 19, inertia 21667.5509018
start iteration
done sorting
end inner loop
Iteration 20, inertia 21664.3781533
start iteration
done sorting
end inner loop
Iteration 21, inertia 21661.8983998
start iteration
done sorting
end inner loop
Iteration 22, inertia 21659.1471579
start iteration
done sorting
end inner loop
Iteration 23, inertia 21658.356334
start iteration
done sorting
end inner loop
Iteration 24, inertia 21657.9330559
start iteration
done sorting
end inner loop
Iteration 25, inertia 21656.3541096
start iteration
done sorting
end inner loop
Iteration 26, inertia 21654.5072806
start iteration
done sorting
end inner loop
Iteration 27, inertia 21649.706731
start iteration
done sorting
end inner loop
Iteration 28, inertia 21641.2785399
start iteration
done sorting
end inner loop
Iteration 29, inertia 21637.9238216
start iteration
done sorting
end inner loop
Iteration 30, inertia 21635.2245184
start iteration
done sorting
end inner loop
Iteration 31, inertia 21633.9646796
start iteration
done sorting
end inner loop
Iteration 32, inertia 21632.8135264
start iteration
done sorting
end inner loop
Iteration 33, inertia 21631.2358803
start iteration
done sorting
end inner loop
Iteration 34, inertia 21630.2071942
start iteration
done sorting
end inner loop
Iteration 35, inertia 21629.1455853
start iteration
done sorting
end inner loop
Iteration 36, inertia 21625.6962572
start iteration
done sorting
end inner loop
Iteration 37, inertia 21624.3470498
start iteration
done sorting
end inner loop
Iteration 38, inertia 21623.6275404
start iteration
done sorting
end inner loop
Iteration 39, inertia 21623.1339029
start iteration
done sorting
end inner loop
Iteration 40, inertia 21622.3013208
start iteration
done sorting
end inner loop
Iteration 41, inertia 21622.0767141
start iteration
done sorting
end inner loop
Iteration 42, inertia 21621.97517
start iteration
done sorting
end inner loop
Iteration 43, inertia 21621.97517
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.096
Number of clusters: 92

Silhouette Coefficient: 0.041
Number of clusters: 52

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24028.728794
start iteration
done sorting
end inner loop
Iteration 1, inertia 23005.9687755
start iteration
done sorting
end inner loop
Iteration 2, inertia 22601.1487493
start iteration
done sorting
end inner loop
Iteration 3, inertia 22394.3914848
start iteration
done sorting
end inner loop
Iteration 4, inertia 22281.166213
start iteration
done sorting
end inner loop
Iteration 5, inertia 22202.6258302
start iteration
done sorting
end inner loop
Iteration 6, inertia 22141.4820646
start iteration
done sorting
end inner loop
Iteration 7, inertia 22087.8606641
start iteration
done sorting
end inner loop
Iteration 8, inertia 22043.0108055
start iteration
done sorting
end inner loop
Iteration 9, inertia 22016.2992523
start iteration
done sorting
end inner loop
Iteration 10, inertia 21992.3441826
start iteration
done sorting
end inner loop
Iteration 11, inertia 21970.6081006
start iteration
done sorting
end inner loop
Iteration 12, inertia 21952.1968065
start iteration
done sorting
end inner loop
Iteration 13, inertia 21933.0904084
start iteration
done sorting
end inner loop
Iteration 14, inertia 21922.3115335
start iteration
done sorting
end inner loop
Iteration 15, inertia 21912.5965842
start iteration
done sorting
end inner loop
Iteration 16, inertia 21907.7688934
start iteration
done sorting
end inner loop
Iteration 17, inertia 21901.2358002
start iteration
done sorting
end inner loop
Iteration 18, inertia 21893.6580775
start iteration
done sorting
end inner loop
Iteration 19, inertia 21884.458895
start iteration
done sorting
end inner loop
Iteration 20, inertia 21878.3997798
start iteration
done sorting
end inner loop
Iteration 21, inertia 21873.2508417
start iteration
done sorting
end inner loop
Iteration 22, inertia 21867.8083252
start iteration
done sorting
end inner loop
Iteration 23, inertia 21864.8963979
start iteration
done sorting
end inner loop
Iteration 24, inertia 21862.6623436
start iteration
done sorting
end inner loop
Iteration 25, inertia 21860.1300528
start iteration
done sorting
end inner loop
Iteration 26, inertia 21856.5423259
start iteration
done sorting
end inner loop
Iteration 27, inertia 21855.5371352
start iteration
done sorting
end inner loop
Iteration 28, inertia 21852.4674197
start iteration
done sorting
end inner loop
Iteration 29, inertia 21850.4314773
start iteration
done sorting
end inner loop
Iteration 30, inertia 21850.2544958
start iteration
done sorting
end inner loop
Iteration 31, inertia 21849.9812895
start iteration
done sorting
end inner loop
Iteration 32, inertia 21849.7719339
start iteration
done sorting
end inner loop
Iteration 33, inertia 21849.5594825
start iteration
done sorting
end inner loop
Iteration 34, inertia 21849.5594825
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.087
Number of clusters: 93

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24248.8850516
start iteration
done sorting
end inner loop
Iteration 1, inertia 22853.9325202
start iteration
done sorting
end inner loop
Iteration 2, inertia 22426.9646808
start iteration
done sorting
end inner loop
Iteration 3, inertia 22210.165669
start iteration
done sorting
end inner loop
Iteration 4, inertia 22103.0630879
start iteration
done sorting
end inner loop
Iteration 5, inertia 22041.7035322
start iteration
done sorting
end inner loop
Iteration 6, inertia 21998.6494146
start iteration
done sorting
end inner loop
Iteration 7, inertia 21967.8980252
start iteration
done sorting
end inner loop
Iteration 8, inertia 21939.4499015
start iteration
done sorting
end inner loop
Iteration 9, inertia 21917.4939835
start iteration
done sorting
end inner loop
Iteration 10, inertia 21894.0026505
start iteration
done sorting
end inner loop
Iteration 11, inertia 21862.1791892
start iteration
done sorting
end inner loop
Iteration 12, inertia 21830.9145299
start iteration
done sorting
end inner loop
Iteration 13, inertia 21809.9057787
start iteration
done sorting
end inner loop
Iteration 14, inertia 21799.7776915
start iteration
done sorting
end inner loop
Iteration 15, inertia 21793.406104
start iteration
done sorting
end inner loop
Iteration 16, inertia 21782.9683389
start iteration
done sorting
end inner loop
Iteration 17, inertia 21769.9908623
start iteration
done sorting
end inner loop
Iteration 18, inertia 21762.9027725
start iteration
done sorting
end inner loop
Iteration 19, inertia 21760.9008838
start iteration
done sorting
end inner loop
Iteration 20, inertia 21759.5046946
start iteration
done sorting
end inner loop
Iteration 21, inertia 21758.78185
start iteration
done sorting
end inner loop
Iteration 22, inertia 21758.78185
center shift 0.000000e+00 within tolerance 2.571285e-06
Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24213.0405267
start iteration
done sorting
end inner loop
Iteration 1, inertia 22904.5093269
start iteration
done sorting
end inner loop
Iteration 2, inertia 22442.1890145
start iteration
done sorting
end inner loop
Iteration 3, inertia 22230.2353248
start iteration
done sorting
end inner loop
Iteration 4, inertia 22102.4727706
start iteration
done sorting
end inner loop
Iteration 5, inertia 22023.9532866
start iteration
done sorting
end inner loop
Iteration 6, inertia 21962.0690883
start iteration
done sorting
end inner loop
Iteration 7, inertia 21907.5522722
start iteration
done sorting
end inner loop
Iteration 8, inertia 21868.6131935
start iteration
done sorting
end inner loop
Iteration 9, inertia 21846.1687126
start iteration
done sorting
end inner loop
Iteration 10, inertia 21828.8418206
start iteration
done sorting
end inner loop
Iteration 11, inertia 21812.9188974
start iteration
done sorting
end inner loop
Iteration 12, inertia 21801.8763129
start iteration
done sorting
end inner loop
Iteration 13, inertia 21794.5340053
start iteration
done sorting
end inner loop
Iteration 14, inertia 21790.0710769
start iteration
done sorting
end inner loop
Iteration 15, inertia 21784.0193958
start iteration
done sorting
end inner loop
Iteration 16, inertia 21778.32661
start iteration
done sorting
end inner loop
Iteration 17, inertia 21773.8882319
start iteration
done sorting
end inner loop
Iteration 18, inertia 21768.0858258
start iteration
done sorting
end inner loop
Iteration 19, inertia 21765.2977759
start iteration
done sorting
end inner loop
Iteration 20, inertia 21761.6301057
start iteration
done sorting
end inner loop
Iteration 21, inertia 21755.6351142
start iteration
done sorting
end inner loop
Iteration 22, inertia 21752.1006862
start iteration
done sorting
end inner loop
Iteration 23, inertia 21749.6143438
start iteration
done sorting
end inner loop
Iteration 24, inertia 21747.9761173
start iteration
done sorting
end inner loop
Iteration 25, inertia 21746.9636813
start iteration
done sorting
end inner loop
Iteration 26, inertia 21744.1156141
start iteration
done sorting
end inner loop
Iteration 27, inertia 21742.7347972
start iteration
done sorting
end inner loop
Iteration 28, inertia 21742.0016076
start iteration
done sorting
end inner loop
Iteration 29, inertia 21741.4313419
start iteration
done sorting
end inner loop
Iteration 30, inertia 21741.147946
start iteration
done sorting
end inner loop
Iteration 31, inertia 21740.9919651
start iteration
done sorting
end inner loop
Iteration 32, inertia 21740.642641
start iteration
done sorting
end inner loop
Iteration 33, inertia 21739.6222958
start iteration
done sorting
end inner loop
Iteration 34, inertia 21739.1971842
start iteration
done sorting
end inner loop
Iteration 35, inertia 21738.5086887
start iteration
done sorting
end inner loop
Iteration 36, inertia 21738.5086887
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.081
Number of clusters: 94

Silhouette Coefficient: 0.049
Number of clusters: 20

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 23774.5790786
start iteration
done sorting
end inner loop
Iteration 1, inertia 22655.635573
start iteration
done sorting
end inner loop
Iteration 2, inertia 22247.5457628
start iteration
done sorting
end inner loop
Iteration 3, inertia 22016.6713844
start iteration
done sorting
end inner loop
Iteration 4, inertia 21878.6956152
start iteration
done sorting
end inner loop
Iteration 5, inertia 21788.39537
start iteration
done sorting
end inner loop
Iteration 6, inertia 21722.5318776
start iteration
done sorting
end inner loop
Iteration 7, inertia 21682.1112632
start iteration
done sorting
end inner loop
Iteration 8, inertia 21644.4857109
start iteration
done sorting
end inner loop
Iteration 9, inertia 21611.633988
start iteration
done sorting
end inner loop
Iteration 10, inertia 21580.2040226
start iteration
done sorting
end inner loop
Iteration 11, inertia 21552.3347372
start iteration
done sorting
end inner loop
Iteration 12, inertia 21524.0361924
start iteration
done sorting
end inner loop
Iteration 13, inertia 21502.5464141
start iteration
done sorting
end inner loop
Iteration 14, inertia 21492.8912976
start iteration
done sorting
end inner loop
Iteration 15, inertia 21484.3979951
start iteration
done sorting
end inner loop
Iteration 16, inertia 21475.8867057
start iteration
done sorting
end inner loop
Iteration 17, inertia 21471.3909541
start iteration
done sorting
end inner loop
Iteration 18, inertia 21467.3834903
start iteration
done sorting
end inner loop
Iteration 19, inertia 21463.6383586
start iteration
done sorting
end inner loop
Iteration 20, inertia 21462.0648679
start iteration
done sorting
end inner loop
Iteration 21, inertia 21461.1707713
start iteration
done sorting
end inner loop
Iteration 22, inertia 21458.9202222
start iteration
done sorting
end inner loop
Iteration 23, inertia 21457.6814032
start iteration
done sorting
end inner loop
Iteration 24, inertia 21457.0642061
start iteration
done sorting
end inner loop
Iteration 25, inertia 21455.7696713
start iteration
done sorting
end inner loop
Iteration 26, inertia 21455.2835936
start iteration
done sorting
end inner loop
Iteration 27, inertia 21453.066815
start iteration
done sorting
end inner loop
Iteration 28, inertia 21449.4134802
start iteration
done sorting
end inner loop
Iteration 29, inertia 21448.3131522
start iteration
done sorting
end inner loop
Iteration 30, inertia 21447.2721413
start iteration
done sorting
end inner loop
Iteration 31, inertia 21447.2721413
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.073
Number of clusters: 95

Silhouette Coefficient: -0.082
Number of clusters: 96

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 24101.1630003
start iteration
done sorting
end inner loop
Iteration 1, inertia 22728.5017022
start iteration
done sorting
end inner loop
Iteration 2, inertia 22312.4735372
start iteration
done sorting
end inner loop
Iteration 3, inertia 22076.9217093
start iteration
done sorting
end inner loop
Iteration 4, inertia 21901.9454669
start iteration
done sorting
end inner loop
Iteration 5, inertia 21805.9995397
start iteration
done sorting
end inner loop
Iteration 6, inertia 21729.4264938
start iteration
done sorting
end inner loop
Iteration 7, inertia 21683.0275465
start iteration
done sorting
end inner loop
Iteration 8, inertia 21658.1850238
start iteration
done sorting
end inner loop
Iteration 9, inertia 21638.0068144
start iteration
done sorting
end inner loop
Iteration 10, inertia 21626.0289298
start iteration
done sorting
end inner loop
Iteration 11, inertia 21616.8551033
start iteration
done sorting
end inner loop
Iteration 12, inertia 21607.0250232
start iteration
done sorting
end inner loop
Iteration 13, inertia 21596.3745559
start iteration
done sorting
end inner loop
Iteration 14, inertia 21587.941152
start iteration
done sorting
end inner loop
Iteration 15, inertia 21579.9629163
start iteration
done sorting
end inner loop
Iteration 16, inertia 21575.5990599
start iteration
done sorting
end inner loop
Iteration 17, inertia 21571.6099021
start iteration
done sorting
end inner loop
Iteration 18, inertia 21568.1909585
start iteration
done sorting
end inner loop
Iteration 19, inertia 21564.3418056
start iteration
done sorting
end inner loop
Iteration 20, inertia 21560.3997777
start iteration
done sorting
end inner loop
Iteration 21, inertia 21557.0356292
start iteration
done sorting
end inner loop
Iteration 22, inertia 21554.2897591
start iteration
done sorting
end inner loop
Iteration 23, inertia 21551.1223681
start iteration
done sorting
end inner loop
Iteration 24, inertia 21548.6875661
start iteration
done sorting
end inner loop
Iteration 25, inertia 21545.2025021
start iteration
done sorting
end inner loop
Iteration 26, inertia 21540.9630395
start iteration
done sorting
end inner loop
Iteration 27, inertia 21536.7451984
start iteration
done sorting
end inner loop
Iteration 28, inertia 21533.3989444
start iteration
done sorting
end inner loop
Iteration 29, inertia 21531.2558925
start iteration
done sorting
end inner loop
Iteration 30, inertia 21530.3185811
start iteration
done sorting
end inner loop
Iteration 31, inertia 21529.8156129
start iteration
done sorting
end inner loop
Iteration 32, inertia 21528.7792142
start iteration
done sorting
end inner loop
Iteration 33, inertia 21527.6783795
start iteration
done sorting
end inner loop
Iteration 34, inertia 21527.3619505
start iteration
done sorting
end inner loop
Iteration 35, inertia 21526.2971237
start iteration
done sorting
end inner loop
Iteration 36, inertia 21525.9029981
start iteration
done sorting
end inner loop
Iteration 37, inertia 21525.1849753
start iteration
done sorting
end inner loop
Iteration 38, inertia 21524.7533109
start iteration
done sorting
end inner loop
Iteration 39, inertia 21524.1028647
start iteration
done sorting
end inner loop
Iteration 40, inertia 21523.7856697
start iteration
done sorting
end inner loop
Iteration 41, inertia 21523.7017785
start iteration
done sorting
end inner loop
Iteration 42, inertia 21523.7017785
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: 0.051
Number of clusters: 53

Silhouette Coefficient: -0.080
Number of clusters: 97

Silhouette Coefficient: -0.052
Number of clusters: 98

Silhouette Coefficient: -0.121
Number of clusters: 34

Silhouette Coefficient: -0.058
Number of clusters: 99

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 23666.8930824
start iteration
done sorting
end inner loop
Iteration 1, inertia 22556.0819868
start iteration
done sorting
end inner loop
Iteration 2, inertia 22135.0210211
start iteration
done sorting
end inner loop
Iteration 3, inertia 21916.586023
start iteration
done sorting
end inner loop
Iteration 4, inertia 21774.8007614
start iteration
done sorting
end inner loop
Iteration 5, inertia 21674.5353119
start iteration
done sorting
end inner loop
Iteration 6, inertia 21615.4728928
start iteration
done sorting
end inner loop
Iteration 7, inertia 21574.1147716
start iteration
done sorting
end inner loop
Iteration 8, inertia 21544.0080671
start iteration
done sorting
end inner loop
Iteration 9, inertia 21525.9003058
start iteration
done sorting
end inner loop
Iteration 10, inertia 21504.1792656
start iteration
done sorting
end inner loop
Iteration 11, inertia 21485.3461012
start iteration
done sorting
end inner loop
Iteration 12, inertia 21474.5494817
start iteration
done sorting
end inner loop
Iteration 13, inertia 21468.5217747
start iteration
done sorting
end inner loop
Iteration 14, inertia 21463.8743375
start iteration
done sorting
end inner loop
Iteration 15, inertia 21460.8155943
start iteration
done sorting
end inner loop
Iteration 16, inertia 21459.216933
start iteration
done sorting
end inner loop
Iteration 17, inertia 21458.1599572
start iteration
done sorting
end inner loop
Iteration 18, inertia 21457.0803567
start iteration
done sorting
end inner loop
Iteration 19, inertia 21457.0803567
center shift 0.000000e+00 within tolerance 2.571285e-06
Silhouette Coefficient: -0.057
Number of clusters: 100

Silhouette Coefficient: -0.097
Number of clusters: 24

Silhouette Coefficient: 0.061
Number of clusters: 54

Silhouette Coefficient: 0.034
Number of clusters: 21

Silhouette Coefficient: 0.031
Number of clusters: 55

Silhouette Coefficient: 0.051
Number of clusters: 56

Silhouette Coefficient: 0.037
Number of clusters: 22

Silhouette Coefficient: 0.046
Number of clusters: 57

Silhouette Coefficient: -0.119
Number of clusters: 35

Silhouette Coefficient: 0.046
Number of clusters: 58

Silhouette Coefficient: 0.049
Number of clusters: 23

Silhouette Coefficient: 0.035
Number of clusters: 59

Silhouette Coefficient: 0.052
Number of clusters: 24

Silhouette Coefficient: 0.043
Number of clusters: 60

Silhouette Coefficient: 0.038
Number of clusters: 61

Silhouette Coefficient: -0.127
Number of clusters: 36

Silhouette Coefficient: -0.114
Number of clusters: 25

Silhouette Coefficient: 0.053
Number of clusters: 25

Silhouette Coefficient: 0.045
Number of clusters: 62

Silhouette Coefficient: 0.040
Number of clusters: 63

Silhouette Coefficient: 0.050
Number of clusters: 26

Silhouette Coefficient: 0.044
Number of clusters: 64

Silhouette Coefficient: 0.046
Number of clusters: 65

Silhouette Coefficient: 0.052
Number of clusters: 27

Silhouette Coefficient: -0.118
Number of clusters: 37

Silhouette Coefficient: 0.061
Number of clusters: 66

Silhouette Coefficient: 0.032
Number of clusters: 67

Silhouette Coefficient: 0.055
Number of clusters: 28

Silhouette Coefficient: 0.047
Number of clusters: 68

Silhouette Coefficient: 0.043
Number of clusters: 69

Silhouette Coefficient: -0.108
Number of clusters: 26

Silhouette Coefficient: 0.041
Number of clusters: 29

Silhouette Coefficient: 0.051
Number of clusters: 70

Silhouette Coefficient: -0.135
Number of clusters: 38

Silhouette Coefficient: 0.040
Number of clusters: 71

Silhouette Coefficient: 0.060
Number of clusters: 30

Silhouette Coefficient: 0.044
Number of clusters: 72

Silhouette Coefficient: 0.054
Number of clusters: 73

Silhouette Coefficient: 0.051
Number of clusters: 31

Silhouette Coefficient: -0.128
Number of clusters: 39

Silhouette Coefficient: 0.042
Number of clusters: 74

Silhouette Coefficient: 0.074
Number of clusters: 32

Silhouette Coefficient: 0.058
Number of clusters: 75

Silhouette Coefficient: 0.047
Number of clusters: 76

Silhouette Coefficient: 0.047
Number of clusters: 77

Silhouette Coefficient: 0.056
Number of clusters: 33

Silhouette Coefficient: -0.114
Number of clusters: 27

Silhouette Coefficient: 0.036
Number of clusters: 78

Silhouette Coefficient: -0.119
Number of clusters: 40

Silhouette Coefficient: 0.054
Number of clusters: 79

Silhouette Coefficient: 0.055
Number of clusters: 34

Silhouette Coefficient: 0.050
Number of clusters: 80

Silhouette Coefficient: 0.036
Number of clusters: 35

Silhouette Coefficient: 0.048
Number of clusters: 81

Silhouette Coefficient: 0.062
Number of clusters: 82

Silhouette Coefficient: -0.132
Number of clusters: 41

Silhouette Coefficient: 0.063
Number of clusters: 36

Silhouette Coefficient: 0.047
Number of clusters: 83

Silhouette Coefficient: 0.054
Number of clusters: 84

Silhouette Coefficient: 0.052
Number of clusters: 37

Silhouette Coefficient: 0.041
Number of clusters: 85

Silhouette Coefficient: 0.043
Number of clusters: 86

Silhouette Coefficient: -0.123
Number of clusters: 28

Silhouette Coefficient: -0.136
Number of clusters: 42

Silhouette Coefficient: 0.055
Number of clusters: 38

Silhouette Coefficient: 0.047
Number of clusters: 87

Silhouette Coefficient: 0.049
Number of clusters: 88

Silhouette Coefficient: 0.054
Number of clusters: 89

Silhouette Coefficient: 0.060
Number of clusters: 39

Silhouette Coefficient: 0.051
Number of clusters: 90

Silhouette Coefficient: -0.129
Number of clusters: 43

Silhouette Coefficient: 0.044
Number of clusters: 91

Silhouette Coefficient: 0.061
Number of clusters: 40

Silhouette Coefficient: 0.056
Number of clusters: 92

Silhouette Coefficient: 0.063
Number of clusters: 93

Silhouette Coefficient: -0.113
Number of clusters: 29

Silhouette Coefficient: 0.044
Number of clusters: 94

Silhouette Coefficient: -0.128
Number of clusters: 44

Silhouette Coefficient: 0.052
Number of clusters: 95

Silhouette Coefficient: 0.039
Number of clusters: 96

Silhouette Coefficient: 0.044
Number of clusters: 97

Silhouette Coefficient: 0.050
Number of clusters: 98

Silhouette Coefficient: -0.137
Number of clusters: 45

Silhouette Coefficient: 0.039
Number of clusters: 99

Silhouette Coefficient: 0.036
Number of clusters: 100

Silhouette Coefficient: -0.116
Number of clusters: 30

Silhouette Coefficient: -0.138
Number of clusters: 46

Silhouette Coefficient: -0.127
Number of clusters: 47

Silhouette Coefficient: -0.140
Number of clusters: 48

Silhouette Coefficient: -0.136
Number of clusters: 49

Silhouette Coefficient: -0.141
Number of clusters: 50

Silhouette Coefficient: -0.141
Number of clusters: 51

Silhouette Coefficient: -0.135
Number of clusters: 52

Silhouette Coefficient: -0.131
Number of clusters: 53

Silhouette Coefficient: -0.136
Number of clusters: 54

Silhouette Coefficient: -0.135
Number of clusters: 55

Silhouette Coefficient: -0.138
Number of clusters: 56

Silhouette Coefficient: -0.131
Number of clusters: 57

Silhouette Coefficient: -0.144
Number of clusters: 58

Silhouette Coefficient: -0.140
Number of clusters: 59

Silhouette Coefficient: -0.141
Number of clusters: 60

Silhouette Coefficient: -0.134
Number of clusters: 61

Silhouette Coefficient: -0.144
Number of clusters: 62

Silhouette Coefficient: -0.135
Number of clusters: 63

Silhouette Coefficient: -0.144
Number of clusters: 64

Silhouette Coefficient: -0.129
Number of clusters: 65

Silhouette Coefficient: -0.133
Number of clusters: 66

Silhouette Coefficient: -0.140
Number of clusters: 67

Silhouette Coefficient: -0.139
Number of clusters: 68

Silhouette Coefficient: -0.132
Number of clusters: 69

Silhouette Coefficient: -0.146
Number of clusters: 70

Silhouette Coefficient: -0.150
Number of clusters: 71

Silhouette Coefficient: -0.137
Number of clusters: 72

Silhouette Coefficient: -0.142
Number of clusters: 73

Silhouette Coefficient: -0.130
Number of clusters: 74

Silhouette Coefficient: -0.137
Number of clusters: 75

Silhouette Coefficient: -0.138
Number of clusters: 76

Silhouette Coefficient: -0.135
Number of clusters: 77

Silhouette Coefficient: -0.131
Number of clusters: 78

Silhouette Coefficient: -0.137
Number of clusters: 79

Silhouette Coefficient: -0.141
Number of clusters: 80

Silhouette Coefficient: -0.137
Number of clusters: 81

Silhouette Coefficient: -0.140
Number of clusters: 82

Silhouette Coefficient: -0.133
Number of clusters: 83

Silhouette Coefficient: -0.131
Number of clusters: 84

Silhouette Coefficient: -0.143
Number of clusters: 85

Silhouette Coefficient: -0.149
Number of clusters: 86

Silhouette Coefficient: -0.136
Number of clusters: 87

Silhouette Coefficient: -0.149
Number of clusters: 88

Silhouette Coefficient: -0.137
Number of clusters: 89

Silhouette Coefficient: -0.138
Number of clusters: 90

Silhouette Coefficient: -0.132
Number of clusters: 91

Silhouette Coefficient: -0.141
Number of clusters: 92

Silhouette Coefficient: -0.130
Number of clusters: 93

Silhouette Coefficient: -0.136
Number of clusters: 94

Silhouette Coefficient: -0.139
Number of clusters: 95

Silhouette Coefficient: -0.129
Number of clusters: 96

Silhouette Coefficient: -0.134
Number of clusters: 97

Silhouette Coefficient: -0.136
Number of clusters: 98

Silhouette Coefficient: -0.135
Number of clusters: 99

Silhouette Coefficient: -0.132
Number of clusters: 100

Silhouette Coefficient: -0.145
Number of clusters: 101

Silhouette Coefficient: -0.135
Number of clusters: 102

Silhouette Coefficient: -0.134
Number of clusters: 103

Silhouette Coefficient: -0.131
Number of clusters: 104

Silhouette Coefficient: -0.138
Number of clusters: 105

Silhouette Coefficient: -0.142
Number of clusters: 106

Silhouette Coefficient: -0.127
Number of clusters: 107

Silhouette Coefficient: -0.134
Number of clusters: 108

Silhouette Coefficient: -0.132
Number of clusters: 109

Silhouette Coefficient: -0.131
Number of clusters: 110

Silhouette Coefficient: -0.138
Number of clusters: 111

Silhouette Coefficient: -0.137
Number of clusters: 112

Silhouette Coefficient: -0.146
Number of clusters: 113

Silhouette Coefficient: -0.135
Number of clusters: 114

Silhouette Coefficient: -0.130
Number of clusters: 115

Silhouette Coefficient: -0.138
Number of clusters: 116

Silhouette Coefficient: -0.133
Number of clusters: 117

Silhouette Coefficient: -0.139
Number of clusters: 118

Silhouette Coefficient: -0.150
Number of clusters: 119

Silhouette Coefficient: -0.151
Number of clusters: 120

Silhouette Coefficient: -0.132
Number of clusters: 121

Silhouette Coefficient: -0.131
Number of clusters: 122

Silhouette Coefficient: -0.134
Number of clusters: 123

Silhouette Coefficient: -0.135
Number of clusters: 124

Silhouette Coefficient: -0.134
Number of clusters: 125

Silhouette Coefficient: -0.142
Number of clusters: 126

Silhouette Coefficient: -0.143
Number of clusters: 127

Silhouette Coefficient: -0.135
Number of clusters: 128

Silhouette Coefficient: -0.142
Number of clusters: 129

Silhouette Coefficient: -0.145
Number of clusters: 130

Silhouette Coefficient: -0.139
Number of clusters: 131

Silhouette Coefficient: -0.146
Number of clusters: 132

Silhouette Coefficient: -0.154
Number of clusters: 133

Silhouette Coefficient: -0.140
Number of clusters: 134

Silhouette Coefficient: -0.143
Number of clusters: 135

Silhouette Coefficient: -0.132
Number of clusters: 136

Silhouette Coefficient: -0.139
Number of clusters: 137

Silhouette Coefficient: -0.141
Number of clusters: 138

Silhouette Coefficient: -0.138
Number of clusters: 139

Silhouette Coefficient: -0.135
Number of clusters: 140

Silhouette Coefficient: -0.133
Number of clusters: 141

Silhouette Coefficient: -0.140
Number of clusters: 142

Silhouette Coefficient: -0.127
Number of clusters: 143

Silhouette Coefficient: -0.130
Number of clusters: 144

Silhouette Coefficient: -0.120
Number of clusters: 145

Silhouette Coefficient: -0.135
Number of clusters: 146

Silhouette Coefficient: -0.147
Number of clusters: 147

Silhouette Coefficient: -0.143
Number of clusters: 148

Silhouette Coefficient: -0.137
Number of clusters: 149

Silhouette Coefficient: -0.148
Number of clusters: 150

Silhouette Coefficient: -0.130
Number of clusters: 151

Silhouette Coefficient: -0.137
Number of clusters: 152

Silhouette Coefficient: -0.137
Number of clusters: 153

Silhouette Coefficient: -0.136
Number of clusters: 154

Silhouette Coefficient: -0.136
Number of clusters: 155

Silhouette Coefficient: -0.135
Number of clusters: 156

Silhouette Coefficient: -0.141
Number of clusters: 157

Silhouette Coefficient: -0.133
Number of clusters: 158