File size: 1,285 Bytes
adc7149 |
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Default classification report:
precision recall f1-score support
F 0.6826 0.7140 0.6979 500
T 0.7002 0.6680 0.6837 500
accuracy 0.6910 1000
macro avg 0.6914 0.6910 0.6908 1000
weighted avg 0.6914 0.6910 0.6908 1000
ADJ
Accuracy = 0.7
Weighted Recall = 0.7
Weighted Precision = 0.7842592592592592
Weighted F1 = 0.7023359288097886
Macro Recall = 0.7440191387559809
Macro Precision = 0.7361111111111112
Macro F1 = 0.699666295884316
ADV
Accuracy = 0.5625
Weighted Recall = 0.5625
Weighted Precision = 0.5477272727272727
Weighted F1 = 0.553030303030303
Macro Recall = 0.5166666666666666
Macro Precision = 0.5181818181818182
Macro F1 = 0.5151515151515151
NOUN
Accuracy = 0.6924398625429553
Weighted Recall = 0.6924398625429553
Weighted Precision = 0.6924094112433187
Weighted F1 = 0.6924225922072162
Macro Recall = 0.6920921985815602
Macro Precision = 0.6921353495465885
Macro F1 = 0.6921117261639127
VERB
Accuracy = 0.6935483870967742
Weighted Recall = 0.6935483870967742
Weighted Precision = 0.6954148891014836
Weighted F1 = 0.6931938105870946
Macro Recall = 0.6941625466215631
Macro Precision = 0.6950649199756005
Macro F1 = 0.6933267767782245
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