| Default classification report: | |
| precision recall f1-score support | |
| F 0.8533 0.7560 0.8017 500 | |
| T 0.7810 0.8700 0.8231 500 | |
| accuracy 0.8130 1000 | |
| macro avg 0.8171 0.8130 0.8124 1000 | |
| weighted avg 0.8171 0.8130 0.8124 1000 | |
| ADJ | |
| Accuracy = 0.7554347826086957 | |
| Weighted Recall = 0.7554347826086957 | |
| Weighted Precision = 0.7572586357197342 | |
| Weighted F1 = 0.7524385891869387 | |
| Macro Recall = 0.7460932840271979 | |
| Macro Precision = 0.7585213032581454 | |
| Macro F1 = 0.7482900136798907 | |
| 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 = 0.7937743190661478 | |
| Weighted Recall = 0.7937743190661478 | |
| Weighted Precision = 0.7998856018417498 | |
| Weighted F1 = 0.7923988516887349 | |
| Macro Recall = 0.7925734102645647 | |
| Macro Precision = 0.8005288947654974 | |
| Macro F1 = 0.7921092796092797 | |
| VERB | |
| Accuracy = 0.8860294117647058 | |
| Weighted Recall = 0.8860294117647058 | |
| Weighted Precision = 0.8861698184666779 | |
| Weighted F1 = 0.8860874839504073 | |
| Macro Recall = 0.8842845326716294 | |
| Macro Precision = 0.8835020911292097 | |
| Macro F1 = 0.8838807408937548 | |