xlmr-large-en-CLS-B / test_eval.txt
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Default classification report:
precision recall f1-score support
F 0.9084 0.9120 0.9102 500
T 0.9116 0.9080 0.9098 500
accuracy 0.9100 1000
macro avg 0.9100 0.9100 0.9100 1000
weighted avg 0.9100 0.9100 0.9100 1000
ADJ
Accuracy = 0.9166666666666666
Weighted Recall = 0.9166666666666666
Weighted Precision = 0.9177083333333333
Weighted F1 = 0.9164724164724165
Macro Recall = 0.914860681114551
Macro Precision = 0.91875
Macro F1 = 0.916083916083916
ADV
Accuracy = 0.8333333333333334
Weighted Recall = 0.8333333333333334
Weighted Precision = 0.8371040723981902
Weighted F1 = 0.8342857142857143
Macro Recall = 0.8333333333333334
Macro Precision = 0.8257918552036199
Macro F1 = 0.8285714285714285
NOUN
Accuracy = 0.9090909090909091
Weighted Recall = 0.9090909090909091
Weighted Precision = 0.9091796378041732
Weighted F1 = 0.9090830818843217
Macro Recall = 0.9090609082430591
Macro Precision = 0.9092018199824892
Macro F1 = 0.909079168281028
VERB
Accuracy = 0.9161073825503355
Weighted Recall = 0.9161073825503355
Weighted Precision = 0.9162761355443403
Weighted F1 = 0.91609887944141
Macro Recall = 0.9161073825503356
Macro Precision = 0.9162761355443403
Macro F1 = 0.91609887944141