{ "overall": { "at_0.5": { "precision_macro": 0.6978962818003913, "recall_macro": 0.7462459415584415, "f1_macro": 0.7168468468468467, "precision_weighted": 0.8649096273955169, "recall_weighted": 0.844097995545657, "f1_weighted": 0.8525532213728205, "accuracy": 0.844097995545657, "confusion_matrix": [ [ 340, 45 ], [ 25, 39 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9315 0.8831 0.9067 385\n recl (1) 0.4643 0.6094 0.5270 64\n\n accuracy 0.8441 449\n macro avg 0.6979 0.7462 0.7168 449\nweighted avg 0.8649 0.8441 0.8526 449\n", "threshold": 0.5 }, "at_best_global": { "precision_macro": 0.7530962210225468, "recall_macro": 0.6940746753246754, "f1_macro": 0.7173094314136246, "precision_weighted": 0.8655903065348989, "recall_weighted": 0.8775055679287305, "f1_weighted": 0.8694483657963139, "accuracy": 0.8775055679287305, "confusion_matrix": [ [ 366, 19 ], [ 36, 28 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9104 0.9506 0.9301 385\n recl (1) 0.5957 0.4375 0.5045 64\n\n accuracy 0.8775 449\n macro avg 0.7531 0.6941 0.7173 449\nweighted avg 0.8656 0.8775 0.8694 449\n", "threshold": 0.6 }, "at_best_by_lang": { "precision_macro": 0.6860063203634209, "recall_macro": 0.7293222402597402, "f1_macro": 0.703098816091017, "precision_weighted": 0.857747174025981, "recall_weighted": 0.8374164810690423, "f1_weighted": 0.8458669301901763, "accuracy": 0.8374164810690423, "confusion_matrix": [ [ 339, 46 ], [ 27, 37 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9262 0.8805 0.9028 385\n recl (1) 0.4458 0.5781 0.5034 64\n\n accuracy 0.8374 449\n macro avg 0.6860 0.7293 0.7031 449\nweighted avg 0.8577 0.8374 0.8459 449\n", "thresholds_by_lang": { "en": 0.4, "it": 0.65, "es": 0.5 } } }, "thresholds": { "global_best": { "threshold": 0.6, "f1_macro": 0.7173094314136246, "precision_macro": 0.7530962210225468, "recall_macro": 0.6940746753246754 }, "by_lang_best": { "en": { 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0.8587414148177456, "recall_weighted": 0.8257575757575758 } ] } }