up

+python3 training_validation_v9.py --inputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/data-sets --trainingFile training-data-set-70_v4.txt --testFile test-data-set-30_v4.txt --outputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/ --Gridname Run1 --version _v1
+python3 training_validation_v9.py --inputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/data-sets --trainingFile training-data-set-70_v4.txt --testFile test-data-set-30_v4.txt --outputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/ --Gridname Run2 --version _v1 --S1
+python3 training_validation_v9.py --inputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/data-sets --trainingFile training-data-set-70_v4.txt --testFile test-data-set-30_v4.txt --outputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/ --Gridname Run3 --version _v1 --S2
+python3 training_validation_v9.py --inputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/data-sets --trainingFile training-data-set-70_v4.txt --testFile test-data-set-30_v4.txt --outputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/ --Gridname Run4 --version _v1 --S1 --S2
+python3 training_validation_v9.py --inputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/data-sets --trainingFile training-data-set-70_v4.txt --testFile test-data-set-30_v4.txt --outputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/ --Gridname Run5 --version _v1 --S3
+python3 training_validation_v9.py --inputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/data-sets --trainingFile training-data-set-70_v4.txt --testFile test-data-set-30_v4.txt --outputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/ --Gridname Run6 --version _v1 --S1 --S3
+python3 training_validation_v9.py --inputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/data-sets --trainingFile training-data-set-70_v4.txt --testFile test-data-set-30_v4.txt --outputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/ --Gridname Run7 --version _v1 --S2 --S3
+python3 training_validation_v9.py --inputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/data-sets --trainingFile training-data-set-70_v4.txt --testFile test-data-set-30_v4.txt --outputPath /home/egaytan/automatic-extraction-growth-conditions/CRF/ --Gridname Run8 --version _v1 --S1 --S2 --S3

@@ -123,6 +123,7 @@ def word2features(sent, i, S1, S2):
             '-1:postag': postag1,
         })
 
+
     if i < len(sent) - 1:        
         listElem = sent[i + 1].split('|')        
         lemma1 = listElem[1]
@@ -134,6 +135,35 @@ def word2features(sent, i, S1, S2):
             #PostG posterior 
             '+1:postag': postag1,
         })    
+    
+    '''
+    #================== S6 ======================#
+       
+    if i > 1:
+        listElem = sent[i - 2].split('|')
+        lemma1 = listElem[1]
+        postag1 = listElem[2]
+
+        features.update({
+            #LemaG  posterior      
+            '-2:lemma': lemma1,
+            #PostG posterior 
+            '-2:postag': postag1,
+        })
+  
+     if len(sent) - 2:
+        listElem = sent[i + 2].split('|')
+        lemma1 = listElem[1]
+        postag1 = listElem[2]
+
+        features.update({
+            #LemaG  posterior      
+            '+2:lemma': lemma1,
+            #PostG posterior 
+            '+2:postag': postag1,
+        })
+
+    '''
 
     #====================== S1 ======================#
     if S1: