Carlos-Francisco Méndez-Cruz / laigen-supervised-learning

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Carlos-Francisco Méndez-Cruz
37299a4b 1 parent 22002dd4

Classification transcription factor structural domain sentences

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Showing 1 changed file with 5 additions and 2 deletions
...@@ -309,10 +309,13 @@ if __name__ == "__main__": ...@@ -309,10 +309,13 @@ if __name__ == "__main__":
309 for param in sorted(best_parameters.keys()): 309 for param in sorted(best_parameters.keys()):
310 oFile.write("\t%s: %r\n" % (param, best_parameters[param])) 310 oFile.write("\t%s: %r\n" % (param, best_parameters[param]))
311 if args.classifier == "SVM": 311 if args.classifier == "SVM":
312 + if args.kernel == "linear":
313 + oFile.write('\nWeights assigned to the features: \n')
314 + oFile.write("{}\n".format(myClassifier.coef_))
312 oFile.write('Confidence scores: \n') 315 oFile.write('Confidence scores: \n')
313 oFile.write("{}\n".format(confidence_scores)) 316 oFile.write("{}\n".format(confidence_scores))
314 - oFile.write('Number of support vectors per class: \n{}\n'.format(classifier.n_support_)) 317 + oFile.write('Number of support vectors per class: \n{}\n'.format(myClassifier.n_support_))
315 - oFile.write('Support vectors: \n{}\n'.format(classifier.support_vectors_)) 318 + oFile.write('Support vectors: \n{}\n'.format(myClassifier.support_vectors_))
316 319
317 print(" Done!") 320 print(" Done!")
318 321
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