| Default classification report: | |
| precision recall f1-score support | |
| F 0.8229 0.8180 0.8205 500 | |
| T 0.8191 0.8240 0.8215 500 | |
| accuracy 0.8210 1000 | |
| macro avg 0.8210 0.8210 0.8210 1000 | |
| weighted avg 0.8210 0.8210 0.8210 1000 | |
| ADJ | |
| Accuracy = 0.7717391304347826 | |
| Weighted Recall = 0.7717391304347826 | |
| Weighted Precision = 0.7866528533419082 | |
| Weighted F1 = 0.7717391304347826 | |
| Macro Recall = 0.7791959918883454 | |
| Macro Precision = 0.7791959918883454 | |
| Macro F1 = 0.7717391304347826 | |
| ADV | |
| Accuracy = 0.9333333333333333 | |
| Weighted Recall = 0.9333333333333333 | |
| Weighted Precision = 0.9391304347826086 | |
| Weighted F1 = 0.930681818181818 | |
| Macro Recall = 0.8888888888888888 | |
| Macro Precision = 0.9565217391304348 | |
| Macro F1 = 0.9147727272727273 | |
| NOUN | |
| Accuracy = 0.8093385214007782 | |
| Weighted Recall = 0.8093385214007782 | |
| Weighted Precision = 0.8122439235818186 | |
| Weighted F1 = 0.8086977643026878 | |
| Macro Recall = 0.8085048384898459 | |
| Macro Precision = 0.8126909085327481 | |
| Macro F1 = 0.808500608272506 | |
| VERB | |
| Accuracy = 0.8639705882352942 | |
| Weighted Recall = 0.8639705882352942 | |
| Weighted Precision = 0.8639561464316365 | |
| Weighted F1 = 0.8633751204730145 | |
| Macro Recall = 0.8575958092087124 | |
| Macro Precision = 0.8639169472502806 | |
| Macro F1 = 0.8601425811920678 | |