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Default classification report:
precision recall f1-score support
F 0.8016 0.8160 0.8087 500
T 0.8126 0.7980 0.8052 500
accuracy 0.8070 1000
macro avg 0.8071 0.8070 0.8070 1000
weighted avg 0.8071 0.8070 0.8070 1000
ADJ
Accuracy = 0.7934782608695652
Weighted Recall = 0.7934782608695652
Weighted Precision = 0.7974546491376786
Weighted F1 = 0.7939677068682155
Macro Recall = 0.7957771680782536
Macro Precision = 0.7929812123360511
Macro F1 = 0.7928664533712526
ADV
Accuracy = 0.9333333333333333
Weighted Recall = 0.9333333333333333
Weighted Precision = 0.9391304347826086
Weighted F1 = 0.930681818181818
Macro Recall = 0.8888888888888888
Macro Precision = 0.9565217391304348
Macro F1 = 0.9147727272727273
NOUN
Accuracy = 0.7859922178988327
Weighted Recall = 0.7859922178988327
Weighted Precision = 0.7868988198231214
Weighted F1 = 0.7856804851459047
Macro Recall = 0.7854557569699998
Macro Precision = 0.7871254703041934
Macro F1 = 0.7855246187694408
VERB
Accuracy = 0.8419117647058824
Weighted Recall = 0.8419117647058824
Weighted Precision = 0.8458034075699246
Weighted F1 = 0.8394913284462723
Macro Recall = 0.8288116901020127
Macro Precision = 0.8496950504339666
Macro F1 = 0.8346504559270518
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