| Default classification report: |
| precision recall f1-score support |
|
|
| F 0.7385 0.6720 0.7037 500 |
| T 0.6991 0.7620 0.7292 500 |
|
|
| accuracy 0.7170 1000 |
| macro avg 0.7188 0.7170 0.7164 1000 |
| weighted avg 0.7188 0.7170 0.7164 1000 |
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|
|
| ADJ |
| Accuracy = 0.8333333333333334 |
| Weighted Recall = 0.8333333333333334 |
| Weighted Precision = 0.8316666666666667 |
| Weighted F1 = 0.8315018315018317 |
| Macro Recall = 0.8110047846889952 |
| Macro Precision = 0.825 |
| Macro F1 = 0.8168498168498168 |
| ADV |
| Accuracy = 0.5625 |
| Weighted Recall = 0.5625 |
| Weighted Precision = 0.5477272727272727 |
| Weighted F1 = 0.553030303030303 |
| Macro Recall = 0.5166666666666666 |
| Macro Precision = 0.5181818181818182 |
| Macro F1 = 0.5151515151515151 |
| NOUN |
| Accuracy = 0.7096219931271478 |
| Weighted Recall = 0.7096219931271478 |
| Weighted Precision = 0.7146441071143138 |
| Weighted F1 = 0.708918973502665 |
| Macro Recall = 0.711418439716312 |
| Macro Precision = 0.7134851577326602 |
| Macro F1 = 0.70924344409858 |
| VERB |
| Accuracy = 0.7258064516129032 |
| Weighted Recall = 0.7258064516129032 |
| Weighted Precision = 0.7258157890559566 |
| Weighted F1 = 0.7257271384462642 |
| Macro Recall = 0.7255616272009715 |
| Macro Precision = 0.7258227921382465 |
| Macro F1 = 0.7256081686963061 |
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