| Default classification report: |
| precision recall f1-score support |
|
|
| F 0.7412 0.7620 0.7515 500 |
| T 0.7551 0.7340 0.7444 500 |
|
|
| accuracy 0.7480 1000 |
| macro avg 0.7482 0.7480 0.7480 1000 |
| weighted avg 0.7482 0.7480 0.7480 1000 |
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|
|
|
| ADJ |
| Accuracy = 0.7010869565217391 |
| Weighted Recall = 0.7010869565217391 |
| Weighted Precision = 0.7000680991144484 |
| Weighted F1 = 0.7000555105470039 |
| Macro Recall = 0.6955147321961112 |
| Macro Precision = 0.6982341557813256 |
| Macro F1 = 0.6963423050379571 |
| 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 = 0.7412451361867705 |
| Weighted Recall = 0.7412451361867705 |
| Weighted Precision = 0.7415338422415846 |
| Weighted F1 = 0.7412519920472018 |
| Macro Recall = 0.7413944542880075 |
| Macro Precision = 0.7413688673531194 |
| Macro F1 = 0.7412441567781374 |
| VERB |
| Accuracy = 0.7830882352941176 |
| Weighted Recall = 0.7830882352941176 |
| Weighted Precision = 0.7827599789915967 |
| Weighted F1 = 0.7810735749408122 |
| Macro Recall = 0.7719602977667493 |
| Macro Precision = 0.7822802197802198 |
| Macro F1 = 0.7751845677542272 |
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