| Default classification report: | |
| precision recall f1-score support | |
| F 0.8202 0.7940 0.8069 500 | |
| T 0.8004 0.8260 0.8130 500 | |
| accuracy 0.8100 1000 | |
| macro avg 0.8103 0.8100 0.8100 1000 | |
| weighted avg 0.8103 0.8100 0.8100 1000 | |
| ADJ | |
| Accuracy = 0.7989130434782609 | |
| Weighted Recall = 0.7989130434782609 | |
| Weighted Precision = 0.7998764470398878 | |
| Weighted F1 = 0.799182108122294 | |
| Macro Recall = 0.7985804604556841 | |
| Macro Precision = 0.7969862363550071 | |
| Macro F1 = 0.7975677202580953 | |
| ADV | |
| Accuracy = 0.8333333333333334 | |
| Weighted Recall = 0.8333333333333334 | |
| Weighted Precision = 0.8653846153846154 | |
| Weighted F1 = 0.8101472995090016 | |
| Macro Recall = 0.7222222222222222 | |
| Macro Precision = 0.9038461538461539 | |
| Macro F1 = 0.7545008183306054 | |
| NOUN | |
| Accuracy = 0.7840466926070039 | |
| Weighted Recall = 0.7840466926070039 | |
| Weighted Precision = 0.7850740775183058 | |
| Weighted F1 = 0.783698474648116 | |
| Macro Recall = 0.7834794723850196 | |
| Macro Precision = 0.7853158151444946 | |
| Macro F1 = 0.7835346073733453 | |
| VERB | |
| Accuracy = 0.8639705882352942 | |
| Weighted Recall = 0.8639705882352942 | |
| Weighted Precision = 0.8637219794646706 | |
| Weighted F1 = 0.8637391785061397 | |
| Macro Recall = 0.8596912048524952 | |
| Macro Precision = 0.8621474572507217 | |
| Macro F1 = 0.8608079886035158 | |