{ "overall": { "at_0.5": { "precision_macro": 0.6885626173236792, "recall_macro": 0.7853693181818182, "f1_macro": 0.7148663237442052, "precision_weighted": 0.8753645209013087, "recall_weighted": 0.821826280623608, "f1_weighted": 0.8397177643197989, "accuracy": 0.821826280623608, "confusion_matrix": [ [ 322, 63 ], [ 17, 47 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9499 0.8364 0.8895 385\n recl (1) 0.4273 0.7344 0.5402 64\n\n accuracy 0.8218 449\n macro avg 0.6886 0.7854 0.7149 449\nweighted avg 0.8754 0.8218 0.8397 449\n", "threshold": 0.5 }, "at_best_global": { "precision_macro": 0.7196446027091188, "recall_macro": 0.7553368506493506, "f1_macro": 0.7349841198459766, "precision_weighted": 0.8720310211617058, "recall_weighted": 0.8596881959910914, "f1_weighted": 0.864951679724489, "accuracy": 0.8596881959910914, "confusion_matrix": [ [ 347, 38 ], [ 25, 39 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9328 0.9013 0.9168 385\n recl (1) 0.5065 0.6094 0.5532 64\n\n accuracy 0.8597 449\n macro avg 0.7196 0.7553 0.7350 449\nweighted avg 0.8720 0.8597 0.8650 449\n", "threshold": 0.6 }, "at_best_by_lang": { "precision_macro": 0.7084692521444969, "recall_macro": 0.7801136363636363, "f1_macro": 0.7336960726166224, "precision_weighted": 0.8767268516911516, "recall_weighted": 0.8463251670378619, "f1_weighted": 0.8575109332646288, "accuracy": 0.8463251670378619, "confusion_matrix": [ [ 336, 49 ], [ 20, 44 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9438 0.8727 0.9069 385\n recl (1) 0.4731 0.6875 0.5605 64\n\n accuracy 0.8463 449\n macro avg 0.7085 0.7801 0.7337 449\nweighted avg 0.8767 0.8463 0.8575 449\n", "thresholds_by_lang": { "en": 0.5, "it": 0.55, "es": 0.6 } } }, "thresholds": { "global_best": { "threshold": 0.6, "f1_macro": 0.7349841198459766, "precision_macro": 0.7196446027091188, "recall_macro": 0.7553368506493506 }, "by_lang_best": { "en": { 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0.8826500297088532, "recall_weighted": 0.8484848484848485 } ] } }