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Default classification report:
precision recall f1-score support
F 0.6245 0.6320 0.6282 500
T 0.6275 0.6200 0.6237 500
accuracy 0.6260 1000
macro avg 0.6260 0.6260 0.6260 1000
weighted avg 0.6260 0.6260 0.6260 1000
ADJ
Accuracy = 0.5645161290322581
Weighted Recall = 0.5645161290322581
Weighted Precision = 0.6191455972101134
Weighted F1 = 0.5659892724937674
Macro Recall = 0.5910087719298246
Macro Precision = 0.5897297297297297
Macro F1 = 0.5644028103044496
ADV
Accuracy = 0.7
Weighted Recall = 0.7
Weighted Precision = 0.8800000000000001
Weighted F1 = 0.7296703296703297
Macro Recall = 0.8125
Macro Precision = 0.7
Macro F1 = 0.6703296703296704
NOUN
Accuracy = 0.628158844765343
Weighted Recall = 0.628158844765343
Weighted Precision = 0.6309777120497468
Weighted F1 = 0.627460259983564
Macro Recall = 0.6293818466353678
Macro Precision = 0.6303610848312835
Macro F1 = 0.6277658908255923
VERB
Accuracy = 0.6291208791208791
Weighted Recall = 0.6291208791208791
Weighted Precision = 0.6292541883790845
Weighted F1 = 0.6274601211310071
Macro Recall = 0.6269946808510638
Macro Precision = 0.6292962860395704
Macro F1 = 0.6264112213479301
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