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Default classification report:
precision recall f1-score support
F 0.6097 0.6060 0.6078 500
T 0.6083 0.6120 0.6102 500
accuracy 0.6090 1000
macro avg 0.6090 0.6090 0.6090 1000
weighted avg 0.6090 0.6090 0.6090 1000
ADJ
Accuracy = 0.5806451612903226
Weighted Recall = 0.5806451612903226
Weighted Precision = 0.6020161290322581
Weighted F1 = 0.5859703020993343
Macro Recall = 0.5811403508771931
Macro Precision = 0.5770833333333334
Macro F1 = 0.5735449735449736
ADV
Accuracy = 0.5
Weighted Recall = 0.5
Weighted Precision = 0.8571428571428571
Weighted F1 = 0.5252525252525253
Macro Recall = 0.6875
Macro Precision = 0.6428571428571428
Macro F1 = 0.4949494949494949
NOUN
Accuracy = 0.6191335740072202
Weighted Recall = 0.6191335740072202
Weighted Precision = 0.6207595224496072
Weighted F1 = 0.6188766302094771
Macro Recall = 0.6199400104329682
Macro Precision = 0.6202646685758373
Macro F1 = 0.6190330307820164
VERB
Accuracy = 0.6043956043956044
Weighted Recall = 0.6043956043956044
Weighted Precision = 0.6041586804668201
Weighted F1 = 0.6042041443130372
Macro Recall = 0.6036025145067698
Macro Precision = 0.6038032945736435
Macro F1 = 0.6036297640653357
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