| Default classification report: |
| precision recall f1-score support |
|
|
| F 0.8816 0.7300 0.7987 500 |
| T 0.7696 0.9020 0.8306 500 |
|
|
| accuracy 0.8160 1000 |
| macro avg 0.8256 0.8160 0.8146 1000 |
| weighted avg 0.8256 0.8160 0.8146 1000 |
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|
|
|
| ADJ |
| Accuracy = 0.7755102040816326 |
| Weighted Recall = 0.7755102040816326 |
| Weighted Precision = 0.790956551753894 |
| Weighted F1 = 0.7750425170068028 |
| Macro Recall = 0.7823899371069183 |
| Macro Precision = 0.7847780126849895 |
| Macro F1 = 0.7754166666666668 |
| ADV |
| Accuracy = 0.8 |
| Weighted Recall = 0.8 |
| Weighted Precision = 0.64 |
| Weighted F1 = 0.7111111111111111 |
| Macro Recall = 0.5 |
| Macro Precision = 0.4 |
| Macro F1 = 0.4444444444444445 |
| NOUN |
| Accuracy = 0.819838056680162 |
| Weighted Recall = 0.819838056680162 |
| Weighted Precision = 0.8260981862089894 |
| Weighted F1 = 0.8187713058862275 |
| Macro Recall = 0.8189508196721311 |
| Macro Precision = 0.8266347687400319 |
| Macro F1 = 0.818588434321553 |
| VERB |
| Accuracy = 0.821608040201005 |
| Weighted Recall = 0.821608040201005 |
| Weighted Precision = 0.834766661304009 |
| Weighted F1 = 0.820058819089243 |
| Macro Recall = 0.8225749425461525 |
| Macro Precision = 0.8340918602218037 |
| Macro F1 = 0.8202177135622444 |
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