| Default classification report: | |
| precision recall f1-score support | |
| F 0.7665 0.6500 0.7035 500 | |
| T 0.6962 0.8020 0.7454 500 | |
| accuracy 0.7260 1000 | |
| macro avg 0.7313 0.7260 0.7244 1000 | |
| weighted avg 0.7313 0.7260 0.7244 1000 | |
| ADJ | |
| Accuracy = 0.717391304347826 | |
| Weighted Recall = 0.717391304347826 | |
| Weighted Precision = 0.7205783985835137 | |
| Weighted F1 = 0.7117669052451661 | |
| Macro Recall = 0.7049982106644399 | |
| Macro Precision = 0.7221719457013576 | |
| Macro F1 = 0.7061425061425062 | |
| ADV | |
| Accuracy = 0.7666666666666667 | |
| Weighted Recall = 0.7666666666666667 | |
| Weighted Precision = 0.7634615384615384 | |
| Weighted F1 = 0.7342062193126022 | |
| Macro Recall = 0.6428571428571428 | |
| Macro Precision = 0.7596153846153846 | |
| Macro F1 = 0.6563011456628478 | |
| NOUN | |
| Accuracy = 0.7042801556420234 | |
| Weighted Recall = 0.7042801556420234 | |
| Weighted Precision = 0.7142245562479025 | |
| Weighted F1 = 0.6999235686492495 | |
| Macro Recall = 0.7024518044008299 | |
| Macro Precision = 0.7149103769793425 | |
| Macro F1 = 0.6993226600985221 | |
| VERB | |
| Accuracy = 0.7683823529411765 | |
| Weighted Recall = 0.7683823529411765 | |
| Weighted Precision = 0.7675288865546219 | |
| Weighted F1 = 0.7676920113023376 | |
| Macro Recall = 0.7611524676040805 | |
| Macro Precision = 0.7642857142857142 | |
| Macro F1 = 0.7624454148471616 | |