| Default classification report: | |
| precision recall f1-score support | |
| F 0.7404 0.8100 0.7736 500 | |
| T 0.7903 0.7160 0.7513 500 | |
| accuracy 0.7630 1000 | |
| macro avg 0.7653 0.7630 0.7625 1000 | |
| weighted avg 0.7653 0.7630 0.7625 1000 | |
| ADJ | |
| Accuracy = 0.7336956521739131 | |
| Weighted Recall = 0.7336956521739131 | |
| Weighted Precision = 0.7384806238185255 | |
| Weighted F1 = 0.7343343095291731 | |
| Macro Recall = 0.735953715853513 | |
| Macro Precision = 0.7336956521739131 | |
| Macro F1 = 0.7330569948186528 | |
| ADV | |
| Accuracy = 0.8333333333333334 | |
| Weighted Recall = 0.8333333333333334 | |
| Weighted Precision = 0.8295454545454546 | |
| Weighted F1 = 0.8303693570451436 | |
| Macro Recall = 0.7857142857142857 | |
| Macro Precision = 0.8068181818181819 | |
| Macro F1 = 0.7948016415868673 | |
| NOUN | |
| Accuracy = 0.7587548638132295 | |
| Weighted Recall = 0.7587548638132295 | |
| Weighted Precision = 0.7588759860103862 | |
| Weighted F1 = 0.7587694747685593 | |
| Macro Recall = 0.7588175609165115 | |
| Macro Precision = 0.7587548638132295 | |
| Macro F1 = 0.7587402528578999 | |
| VERB | |
| Accuracy = 0.7830882352941176 | |
| Weighted Recall = 0.7830882352941176 | |
| Weighted Precision = 0.7960880276372423 | |
| Weighted F1 = 0.7750158507799012 | |
| Macro Recall = 0.7604356217259443 | |
| Macro Precision = 0.8031450577663671 | |
| Macro F1 = 0.7662515475930376 | |