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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
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