| Default classification report: | |
| precision recall f1-score support | |
| F 0.8362 0.7660 0.7996 500 | |
| T 0.7841 0.8500 0.8157 500 | |
| accuracy 0.8080 1000 | |
| macro avg 0.8102 0.8080 0.8077 1000 | |
| weighted avg 0.8102 0.8080 0.8077 1000 | |
| ADJ | |
| Accuracy = 0.7771739130434783 | |
| Weighted Recall = 0.7771739130434783 | |
| Weighted Precision = 0.776750627090301 | |
| Weighted F1 = 0.7767538010136036 | |
| Macro Recall = 0.7734104735774783 | |
| Macro Precision = 0.7754807692307693 | |
| Macro F1 = 0.7742331288343558 | |
| 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 = 0.7859922178988327 | |
| Weighted Recall = 0.7859922178988327 | |
| Weighted Precision = 0.7912650505847443 | |
| Weighted F1 = 0.7846996520220378 | |
| Macro Recall = 0.7848499992428029 | |
| Macro Precision = 0.791850920883179 | |
| Macro F1 = 0.7844124151605278 | |
| VERB | |
| Accuracy = 0.8639705882352942 | |
| Weighted Recall = 0.8639705882352942 | |
| Weighted Precision = 0.8641328449715788 | |
| Weighted F1 = 0.8640399001988731 | |
| Macro Recall = 0.861786600496278 | |
| Macro Precision = 0.8610499669821703 | |
| Macro F1 = 0.8614060455828685 | |