| Default classification report: | |
| precision recall f1-score support | |
| F 0.7434 0.7360 0.7397 500 | |
| T 0.7386 0.7460 0.7423 500 | |
| accuracy 0.7410 1000 | |
| macro avg 0.7410 0.7410 0.7410 1000 | |
| weighted avg 0.7410 0.7410 0.7410 1000 | |
| ADJ | |
| Accuracy = 0.8 | |
| Weighted Recall = 0.8 | |
| Weighted Precision = 0.8355555555555555 | |
| Weighted F1 = 0.8036199095022625 | |
| Macro Recall = 0.8229665071770335 | |
| Macro Precision = 0.8 | |
| Macro F1 = 0.7963800904977375 | |
| ADV | |
| Accuracy = 0.5 | |
| Weighted Recall = 0.5 | |
| Weighted Precision = 0.5666666666666667 | |
| Weighted F1 = 0.5 | |
| Macro Recall = 0.5333333333333333 | |
| Macro Precision = 0.5333333333333333 | |
| Macro F1 = 0.5 | |
| NOUN | |
| Accuracy = 0.7405498281786942 | |
| Weighted Recall = 0.7405498281786942 | |
| Weighted Precision = 0.742101056792141 | |
| Weighted F1 = 0.7405352748319636 | |
| Macro Recall = 0.7413120567375886 | |
| Macro Precision = 0.7413662642910346 | |
| Macro F1 = 0.7405490622130768 | |
| VERB | |
| Accuracy = 0.7473118279569892 | |
| Weighted Recall = 0.7473118279569892 | |
| Weighted Precision = 0.7477007490228008 | |
| Weighted F1 = 0.7473118279569892 | |
| Macro Recall = 0.7475062884898951 | |
| Macro Precision = 0.7475062884898951 | |
| Macro F1 = 0.7473118279569891 | |