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classification_report #11

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euhurias opened this issue Jan 11, 2025 · 1 comment
Open

classification_report #11

euhurias opened this issue Jan 11, 2025 · 1 comment

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@euhurias
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euhurias commented Jan 11, 2025

help to be able to do the classification_report, because I'm updating the code but the result is different from what is displayed.

precision recall f1-score support

           X       0.00      0.00      0.00         0
       [CLS]       0.00      0.00      0.00         0
       [SEP]       0.00      0.00      0.00         0
           O       0.99      0.99      0.99     37365
     B-TEMPO       0.86      0.90      0.88       162
     I-TEMPO       0.80      0.95      0.87        66
     I-LOCAL       0.38      0.48      0.42        65
    B-PESSOA       0.93      0.91      0.92       217
    I-PESSOA       0.95      0.97      0.96       454

I-ORGANIZACAO 0.86 0.84 0.85 715
I-LEGISLACAO 0.97 0.97 0.97 1954
B-LEGISLACAO 0.95 0.95 0.95 343
B-LOCAL 0.58 0.68 0.62 37
B-ORGANIZACAO 0.84 0.85 0.85 417
I-JURISPRUDENCIA 0.84 0.87 0.86 446
B-JURISPRUDENCIA 0.84 0.91 0.87 163

    accuracy                           0.98     42404
   macro avg       0.67      0.70      0.69     42404
weighted avg       0.98      0.98      0.98     42404

Epoch: 14, Acc: 98.18, Precision: 76.95, Recall: 80.63, F1: 78.64 on Test_set

@euhurias
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@Louis-udm @Kawaeee

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