| Default classification report: | |
| precision recall f1-score support | |
| F 0.6935 0.8100 0.7472 500 | |
| T 0.7716 0.6420 0.7009 500 | |
| accuracy 0.7260 1000 | |
| macro avg 0.7326 0.7260 0.7241 1000 | |
| weighted avg 0.7326 0.7260 0.7241 1000 | |
| ADJ | |
| Accuracy = 0.6358695652173914 | |
| Weighted Recall = 0.6358695652173914 | |
| Weighted Precision = 0.6561970294092719 | |
| Weighted F1 = 0.633984664868737 | |
| Macro Recall = 0.6457712036263867 | |
| Macro Precision = 0.6488791423001949 | |
| Macro F1 = 0.6353417931197681 | |
| ADV | |
| Accuracy = 0.8666666666666667 | |
| Weighted Recall = 0.8666666666666667 | |
| Weighted Precision = 0.8658385093167702 | |
| Weighted F1 = 0.8613636363636362 | |
| Macro Recall = 0.8095238095238095 | |
| Macro Precision = 0.8633540372670807 | |
| Macro F1 = 0.8295454545454545 | |
| NOUN | |
| Accuracy = 0.7276264591439688 | |
| Weighted Recall = 0.7276264591439688 | |
| Weighted Precision = 0.730405416432619 | |
| Weighted F1 = 0.727143380919979 | |
| Macro Recall = 0.7283479472385019 | |
| Macro Precision = 0.7299778845420575 | |
| Macro F1 = 0.7272920203735144 | |
| VERB | |
| Accuracy = 0.7683823529411765 | |
| Weighted Recall = 0.7683823529411765 | |
| Weighted Precision = 0.7795981839462357 | |
| Weighted F1 = 0.7597626881209115 | |
| Macro Recall = 0.74543700027571 | |
| Macro Precision = 0.7856867779204108 | |
| Macro F1 = 0.7504041948874809 | |