| Default classification report: |
| precision recall f1-score support |
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|
| F 0.8587 0.7780 0.8164 500 |
| T 0.7971 0.8720 0.8329 500 |
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|
| accuracy 0.8250 1000 |
| macro avg 0.8279 0.8250 0.8246 1000 |
| weighted avg 0.8279 0.8250 0.8246 1000 |
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|
| 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 |
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