| Default classification report: | |
| precision recall f1-score support | |
| F 0.8587 0.7780 0.8164 500 | |
| T 0.7971 0.8720 0.8329 500 | |
| accuracy 0.8250 1000 | |
| macro avg 0.8279 0.8250 0.8246 1000 | |
| weighted avg 0.8279 0.8250 0.8246 1000 | |
| ADJ | |
| Accuracy = 0.7989130434782609 | |
| Weighted Recall = 0.7989130434782609 | |
| Weighted Precision = 0.7998764470398878 | |
| Weighted F1 = 0.799182108122294 | |
| Macro Recall = 0.7985804604556841 | |
| Macro Precision = 0.7969862363550071 | |
| Macro F1 = 0.7975677202580953 | |
| ADV | |
| Accuracy = 0.9666666666666667 | |
| Weighted Recall = 0.9666666666666667 | |
| Weighted Precision = 0.9681818181818183 | |
| Weighted F1 = 0.9660738714090288 | |
| Macro Recall = 0.9444444444444444 | |
| Macro Precision = 0.9772727272727273 | |
| Macro F1 = 0.9589603283173735 | |
| NOUN | |
| Accuracy = 0.7996108949416343 | |
| Weighted Recall = 0.7996108949416343 | |
| Weighted Precision = 0.8113272023850095 | |
| Weighted F1 = 0.7972981364999618 | |
| Macro Recall = 0.7980176578377478 | |
| Macro Precision = 0.8122461284589997 | |
| Macro F1 = 0.7969353508620525 | |
| VERB | |
| Accuracy = 0.875 | |
| Weighted Recall = 0.875 | |
| Weighted Precision = 0.8748199944613679 | |
| Weighted F1 = 0.8748618479221929 | |
| Macro Recall = 0.8714640198511165 | |
| Macro Precision = 0.8731099418443644 | |
| Macro F1 = 0.8722369584438551 | |