{ "overall": { "at_0.5": { "precision_macro": 0.6946646341463415, "recall_macro": 0.7332183441558442, "f1_macro": 0.7105253463012083, "precision_weighted": 0.8606442500950623, "recall_weighted": 0.844097995545657, "f1_weighted": 0.8511050853420871, "accuracy": 0.844097995545657, "confusion_matrix": [ [ 342, 43 ], [ 27, 37 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9268 0.8883 0.9072 385\n recl (1) 0.4625 0.5781 0.5139 64\n\n accuracy 0.8441 449\n macro avg 0.6947 0.7332 0.7105 449\nweighted avg 0.8606 0.8441 0.8511 449\n", "threshold": 0.5 }, "at_best_global": { "precision_macro": 0.7298379878267096, "recall_macro": 0.7084212662337662, "f1_macro": 0.7182318091409, "precision_weighted": 0.8627980028021055, "recall_weighted": 0.8685968819599109, "f1_weighted": 0.8653878712595051, "accuracy": 0.8685968819599109, "confusion_matrix": [ [ 359, 26 ], [ 33, 31 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9158 0.9325 0.9241 385\n recl (1) 0.5439 0.4844 0.5124 64\n\n accuracy 0.8686 449\n macro avg 0.7298 0.7084 0.7182 449\nweighted avg 0.8628 0.8686 0.8654 449\n", "threshold": 0.55 }, "at_best_by_lang": { "precision_macro": 0.7037449325446933, "recall_macro": 0.7488433441558442, "f1_macro": 0.721910521713786, "precision_weighted": 0.8668438003387455, "recall_weighted": 0.8485523385300668, "f1_weighted": 0.8560756147765785, "accuracy": 0.8485523385300668, "confusion_matrix": [ [ 342, 43 ], [ 25, 39 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9319 0.8883 0.9096 385\n recl (1) 0.4756 0.6094 0.5342 64\n\n accuracy 0.8486 449\n macro avg 0.7037 0.7488 0.7219 449\nweighted avg 0.8668 0.8486 0.8561 449\n", "thresholds_by_lang": { "en": 0.45000000000000007, "it": 0.5, "es": 0.55 } } }, "thresholds": { "global_best": { "threshold": 0.55, "f1_macro": 0.7182318091409, "precision_macro": 0.7298379878267096, "recall_macro": 0.7084212662337662 }, "by_lang_best": { 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0.8562812005173392, "precision_weighted": 0.8682104059462551, "recall_weighted": 0.8484848484848485 } ] } }