Default classification report: precision recall f1-score support F 0.8980 0.8980 0.8980 500 T 0.8980 0.8980 0.8980 500 accuracy 0.8980 1000 macro avg 0.8980 0.8980 0.8980 1000 weighted avg 0.8980 0.8980 0.8980 1000 ADJ Accuracy = 0.8819444444444444 Weighted Recall = 0.8819444444444444 Weighted Precision = 0.883352929649226 Weighted F1 = 0.8815713413612962 Macro Recall = 0.8796439628482973 Macro Precision = 0.8844797178130511 Macro F1 = 0.8809743764282589 ADV Accuracy = 0.8 Weighted Recall = 0.8 Weighted Precision = 0.8107142857142856 Weighted F1 = 0.8018099547511313 Macro Recall = 0.8055555555555556 Macro Precision = 0.7946428571428572 Macro F1 = 0.7963800904977376 NOUN Accuracy = 0.9015151515151515 Weighted Recall = 0.9015151515151515 Weighted Precision = 0.9017142072729536 Weighted F1 = 0.9014981908638625 Macro Recall = 0.901470693736997 Macro Precision = 0.9017473832325872 Macro F1 = 0.9014925373134328 VERB Accuracy = 0.9093959731543624 Weighted Recall = 0.9093959731543624 Weighted Precision = 0.9094144144144144 Weighted F1 = 0.9093949528732137 Macro Recall = 0.9093959731543624 Macro Precision = 0.9094144144144144 Macro F1 = 0.9093949528732137