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Default classification report:
precision recall f1-score support
F 0.9091 0.9200 0.9145 500
T 0.9190 0.9080 0.9135 500
accuracy 0.9140 1000
macro avg 0.9141 0.9140 0.9140 1000
weighted avg 0.9141 0.9140 0.9140 1000
ADJ
Accuracy = 0.9097222222222222
Weighted Recall = 0.9097222222222222
Weighted Precision = 0.9102293627610085
Weighted F1 = 0.9095777077101356
Macro Recall = 0.90828173374613
Macro Precision = 0.9109055501460566
Macro F1 = 0.9091923356779044
ADV
Accuracy = 0.7333333333333333
Weighted Recall = 0.7333333333333333
Weighted Precision = 0.7642857142857142
Weighted F1 = 0.7357142857142857
Macro Recall = 0.75
Macro Precision = 0.7410714285714286
Macro F1 = 0.7321428571428572
NOUN
Accuracy = 0.9204545454545454
Weighted Recall = 0.9204545454545454
Weighted Precision = 0.9204545454545454
Weighted F1 = 0.9204545454545454
Macro Recall = 0.9204534041179424
Macro Precision = 0.9204534041179424
Macro F1 = 0.9204534041179424
VERB
Accuracy = 0.9228187919463087
Weighted Recall = 0.9228187919463087
Weighted Precision = 0.9260620915032679
Weighted F1 = 0.9226716308456028
Macro Recall = 0.9228187919463087
Macro Precision = 0.926062091503268
Macro F1 = 0.9226716308456028
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