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0.9143 0.9179 385\n recl (1) 0.5075 0.5312 0.5191 64\n\n accuracy 0.8597 449\n macro avg 0.7145 0.7228 0.7185 449\nweighted avg 0.8625 0.8597 0.8610 449\n", "threshold": 0.65 }, "at_best_by_lang": { "precision_macro": 0.7507861635220126, "recall_macro": 0.7136160714285714, "f1_macro": 0.7297459973516311, "precision_weighted": 0.8693777927189701, "recall_weighted": 0.8775055679287305, "f1_weighted": 0.8726099195059952, "accuracy": 0.8775055679287305, "confusion_matrix": [ [ 363, 22 ], [ 33, 31 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9167 0.9429 0.9296 385\n recl (1) 0.5849 0.4844 0.5299 64\n\n accuracy 0.8775 449\n macro avg 0.7508 0.7136 0.7297 449\nweighted avg 0.8694 0.8775 0.8726 449\n", "thresholds_by_lang": { "en": 0.65, "it": 0.6, "es": 0.8 } } }, "thresholds": { "global_best": { "threshold": 0.65, "f1_macro": 0.7184728843416901, "precision_macro": 0.7144643275767758, "recall_macro": 0.7227678571428571 }, "by_lang_best": { "en": { 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"recall_weighted": 0.8863636363636364 } ] } }