File size: 1,326 Bytes
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Default classification report:
precision recall f1-score support
F 0.7548 0.7020 0.7275 500
T 0.7215 0.7720 0.7459 500
accuracy 0.7370 1000
macro avg 0.7382 0.7370 0.7367 1000
weighted avg 0.7382 0.7370 0.7367 1000
ADJ
Accuracy = 0.6793478260869565
Weighted Recall = 0.6793478260869565
Weighted Precision = 0.6805665896287737
Weighted F1 = 0.6797768751139283
Macro Recall = 0.6778599546701658
Macro Precision = 0.6769102990033222
Macro F1 = 0.6772025809520978
ADV
Accuracy = 0.8666666666666667
Weighted Recall = 0.8666666666666667
Weighted Precision = 0.888
Weighted F1 = 0.853416149068323
Macro Recall = 0.7777777777777778
Macro Precision = 0.9199999999999999
Macro F1 = 0.813664596273292
NOUN
Accuracy = 0.7315175097276264
Weighted Recall = 0.7315175097276264
Weighted Precision = 0.7384490156895385
Weighted F1 = 0.7289650353482765
Macro Recall = 0.7300592128178335
Macro Precision = 0.7390517553384003
Macro F1 = 0.7285211267605634
VERB
Accuracy = 0.7720588235294118
Weighted Recall = 0.7720588235294118
Weighted Precision = 0.7713291903587782
Weighted F1 = 0.7701456023067276
Macro Recall = 0.7612351805900193
Macro Precision = 0.7701739378386085
Macro F1 = 0.7640870684348945
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