File size: 1,267 Bytes
6aa4cf7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 | Default classification report:
precision recall f1-score support
F 0.7280 0.5780 0.6444 500
T 0.6501 0.7840 0.7108 500
accuracy 0.6810 1000
macro avg 0.6890 0.6810 0.6776 1000
weighted avg 0.6890 0.6810 0.6776 1000
ADJ
Accuracy = 0.6326530612244898
Weighted Recall = 0.6326530612244898
Weighted Precision = 0.7121833939055074
Weighted F1 = 0.6103025303993828
Macro Recall = 0.6536687631027254
Macro Precision = 0.7008219178082191
Macro F1 = 0.6166883963494133
ADV
Accuracy = 0.8
Weighted Recall = 0.8
Weighted Precision = 0.64
Weighted F1 = 0.7111111111111111
Macro Recall = 0.5
Macro Precision = 0.4
Macro F1 = 0.4444444444444445
NOUN
Accuracy = 0.7165991902834008
Weighted Recall = 0.7165991902834008
Weighted Precision = 0.7177505730137309
Weighted F1 = 0.7159936329976816
Macro Recall = 0.7160655737704917
Macro Precision = 0.7179232804232805
Macro F1 = 0.7158119658119658
VERB
Accuracy = 0.6457286432160804
Weighted Recall = 0.6457286432160804
Weighted Precision = 0.6578071438272444
Weighted F1 = 0.6398310469290357
Macro Recall = 0.6470313407581383
Macro Precision = 0.6573513513513514
Macro F1 = 0.6402761485356052
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