| Default classification report: | |
| precision recall f1-score support | |
| F 0.8444 0.7600 0.8000 500 | |
| T 0.7818 0.8600 0.8190 500 | |
| accuracy 0.8100 1000 | |
| macro avg 0.8131 0.8100 0.8095 1000 | |
| weighted avg 0.8131 0.8100 0.8095 1000 | |
| ADJ | |
| Accuracy = 0.8043478260869565 | |
| Weighted Recall = 0.8043478260869565 | |
| Weighted Precision = 0.8043953202425369 | |
| Weighted F1 = 0.8035012541806019 | |
| Macro Recall = 0.7992365501610401 | |
| Macro Precision = 0.8044665614759072 | |
| Macro F1 = 0.8009615384615384 | |
| ADV | |
| Accuracy = 0.8333333333333334 | |
| Weighted Recall = 0.8333333333333334 | |
| Weighted Precision = 0.8333333333333334 | |
| Weighted F1 = 0.8222222222222223 | |
| Macro Recall = 0.753968253968254 | |
| Macro Precision = 0.8333333333333334 | |
| Macro F1 = 0.7777777777777779 | |
| NOUN | |
| Accuracy = 0.7879377431906615 | |
| Weighted Recall = 0.7879377431906615 | |
| Weighted Precision = 0.7957059477487493 | |
| Weighted F1 = 0.7861599854767033 | |
| Macro Recall = 0.7865839807369043 | |
| Macro Precision = 0.7964285714285715 | |
| Macro F1 = 0.7858292398555018 | |
| VERB | |
| Accuracy = 0.8529411764705882 | |
| Weighted Recall = 0.8529411764705882 | |
| Weighted Precision = 0.8527098571358757 | |
| Weighted F1 = 0.8527786446143445 | |
| Macro Recall = 0.8489660876757651 | |
| Macro Precision = 0.8505123234561063 | |
| Macro F1 = 0.8496905393457118 | |