| Default classification report: | |
| precision recall f1-score support | |
| F 0.8568 0.7420 0.7953 500 | |
| T 0.7725 0.8760 0.8210 500 | |
| accuracy 0.8090 1000 | |
| macro avg 0.8146 0.8090 0.8081 1000 | |
| weighted avg 0.8146 0.8090 0.8081 1000 | |
| ADJ | |
| Accuracy = 0.7551020408163265 | |
| Weighted Recall = 0.7551020408163265 | |
| Weighted Precision = 0.7700306338180093 | |
| Weighted F1 = 0.7545918367346938 | |
| Macro Recall = 0.7618448637316562 | |
| Macro Precision = 0.7640591966173362 | |
| Macro F1 = 0.7549999999999999 | |
| ADV | |
| Accuracy = 0.7 | |
| Weighted Recall = 0.7 | |
| Weighted Precision = 0.6222222222222222 | |
| Weighted F1 = 0.6588235294117648 | |
| Macro Recall = 0.4375 | |
| Macro Precision = 0.3888888888888889 | |
| Macro F1 = 0.411764705882353 | |
| NOUN | |
| Accuracy = 0.8097165991902834 | |
| Weighted Recall = 0.8097165991902834 | |
| Weighted Precision = 0.8147159734558581 | |
| Weighted F1 = 0.8087627976824654 | |
| Macro Recall = 0.8089016393442623 | |
| Macro Precision = 0.8151846647932557 | |
| Macro F1 = 0.8085839598997493 | |
| VERB | |
| Accuracy = 0.8241206030150754 | |
| Weighted Recall = 0.8241206030150754 | |
| Weighted Precision = 0.8291091164080236 | |
| Weighted F1 = 0.8235862993863523 | |
| Macro Recall = 0.8247089425966614 | |
| Macro Precision = 0.8286934069586114 | |
| Macro F1 = 0.8236753499911394 | |