xlmr-large-en-CLS / test_eval.txt
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Default classification report:
precision recall f1-score support
F 0.7858 0.8660 0.8240 500
T 0.8508 0.7640 0.8051 500
accuracy 0.8150 1000
macro avg 0.8183 0.8150 0.8145 1000
weighted avg 0.8183 0.8150 0.8145 1000
ADJ
Accuracy = 0.8263888888888888
Weighted Recall = 0.8263888888888888
Weighted Precision = 0.832724903620426
Weighted F1 = 0.8263135332100848
Macro Recall = 0.8293343653250773
Macro Precision = 0.8299088970730761
Macro F1 = 0.8263805160356884
ADV
Accuracy = 0.6
Weighted Recall = 0.6
Weighted Precision = 0.5900000000000001
Weighted F1 = 0.5923444976076555
Macro Recall = 0.5694444444444444
Macro Precision = 0.575
Macro F1 = 0.569377990430622
NOUN
Accuracy = 0.8200757575757576
Weighted Recall = 0.8200757575757576
Weighted Precision = 0.8224655408249157
Weighted F1 = 0.8197038248344335
Macro Recall = 0.8199081713178851
Macro Precision = 0.8225694444444445
Macro F1 = 0.8196714828569271
VERB
Accuracy = 0.8221476510067114
Weighted Recall = 0.8221476510067114
Weighted Precision = 0.826396495071194
Weighted F1 = 0.8215669660509518
Macro Recall = 0.8221476510067114
Macro Precision = 0.826396495071194
Macro F1 = 0.8215669660509518