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cls_report = precision recall f1-score support 0.0 0.84 0.83 0.83 93 1.0 0.80 0.89 0.84 82 2.0 0.70 0.64 0.67 80 3.0 0.75 0.75 0.75 4 4.0 0.73 0.83 0.78 65 5.0 1.00 0.33 0.50 6 6.0 0.88 0.78 0.82 9 7.0 0.67 0.33 0.44 6 8.0 0.00 0.00 0.00 1 9.0 0.00 0.00 0.00 1 accuracy 0.78 347 macro avg 0.64 0.54 0.56 347 weighted avg 0.77 0.78 0.77 347 eval_loss = 0.6546817223230997 macro_f1 = 0.5637982008412588 macro_p = 0.6359180857319631 macro_r = 0.5380914566900011 mcc = 0.7118388458807211 |