| Default classification report: |
| precision recall f1-score support |
|
|
| F 0.8753 0.6740 0.7616 500 |
| T 0.7350 0.9040 0.8108 500 |
|
|
| accuracy 0.7890 1000 |
| macro avg 0.8051 0.7890 0.7862 1000 |
| weighted avg 0.8051 0.7890 0.7862 1000 |
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|
|
| ADJ |
| Accuracy = 0.7142857142857143 |
| Weighted Recall = 0.7142857142857143 |
| Weighted Precision = 0.7466928286600417 |
| Weighted F1 = 0.7104522312069482 |
| Macro Recall = 0.7257861635220126 |
| Macro Precision = 0.7385910500664599 |
| Macro F1 = 0.7123689727463313 |
| ADV |
| Accuracy = 0.8 |
| Weighted Recall = 0.8 |
| Weighted Precision = 0.8 |
| Weighted F1 = 0.8 |
| Macro Recall = 0.6875 |
| Macro Precision = 0.6875 |
| Macro F1 = 0.6875 |
| NOUN |
| Accuracy = 0.7975708502024291 |
| Weighted Recall = 0.7975708502024291 |
| Weighted Precision = 0.8157128174844275 |
| Weighted F1 = 0.7942263098436241 |
| Macro Recall = 0.7960655737704918 |
| Macro Precision = 0.8166199158485273 |
| Macro F1 = 0.7938918558077436 |
| VERB |
| Accuracy = 0.7964824120603015 |
| Weighted Recall = 0.7964824120603015 |
| Weighted Precision = 0.8086927102556094 |
| Weighted F1 = 0.7947149907919534 |
| Macro Recall = 0.7974467762709296 |
| Macro Precision = 0.8080665411173886 |
| Macro F1 = 0.7948962647681943 |
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