File size: 1,340 Bytes
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Default classification report:
precision recall f1-score support
F 0.7404 0.8100 0.7736 500
T 0.7903 0.7160 0.7513 500
accuracy 0.7630 1000
macro avg 0.7653 0.7630 0.7625 1000
weighted avg 0.7653 0.7630 0.7625 1000
ADJ
Accuracy = 0.7336956521739131
Weighted Recall = 0.7336956521739131
Weighted Precision = 0.7384806238185255
Weighted F1 = 0.7343343095291731
Macro Recall = 0.735953715853513
Macro Precision = 0.7336956521739131
Macro F1 = 0.7330569948186528
ADV
Accuracy = 0.8333333333333334
Weighted Recall = 0.8333333333333334
Weighted Precision = 0.8295454545454546
Weighted F1 = 0.8303693570451436
Macro Recall = 0.7857142857142857
Macro Precision = 0.8068181818181819
Macro F1 = 0.7948016415868673
NOUN
Accuracy = 0.7587548638132295
Weighted Recall = 0.7587548638132295
Weighted Precision = 0.7588759860103862
Weighted F1 = 0.7587694747685593
Macro Recall = 0.7588175609165115
Macro Precision = 0.7587548638132295
Macro F1 = 0.7587402528578999
VERB
Accuracy = 0.7830882352941176
Weighted Recall = 0.7830882352941176
Weighted Precision = 0.7960880276372423
Weighted F1 = 0.7750158507799012
Macro Recall = 0.7604356217259443
Macro Precision = 0.8031450577663671
Macro F1 = 0.7662515475930376
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