Shall Parser Evaluation of POS results.

shalloweval-pos.txt

+              precision    recall  f1-score   support
+
+          CC       0.94      0.63      0.75       132
+         DEM       1.00      0.60      0.75        75
+         ECH       0.00      0.00      0.00         3
+         INJ       0.50      0.25      0.33         4
+        INTF       0.57      0.40      0.47        10
+          JJ       0.55      0.63      0.59       154
+         NEG       0.00      0.00      0.00         1
+          NN       0.86      0.89      0.88      1188
+         NNP       0.65      0.52      0.58       176
+         NST       0.38      0.75      0.51        40
+         PRP       0.77      0.83      0.80       206
+         PSP       0.42      0.42      0.42        12
+          QC       0.84      0.92      0.88        87
+          QF       0.27      0.60      0.37        15
+          QO       0.88      1.00      0.93        14
+          RB       0.34      0.31      0.33        42
+          RP       0.80      0.12      0.21        34
+         SYM       0.99      1.00      1.00       525
+          UT       0.00      0.00      0.00         0
+        VAUX       0.00      0.00      0.00         0
+          VM       0.96      0.91      0.94       576
+          WQ       0.50      0.86      0.63        14
+
+    accuracy                           0.84      3308
+   macro avg       0.56      0.53      0.52      3308
+weighted avg       0.85      0.84      0.84      3308
+
+Micro_Precision = 0.8376662636033857
+Micro_Recall = 0.8376662636033857
+Micro_F1 = 0.8376662636033857
+Micro_Accuracy = 0.8376662636033857
+