{ "overall": { "at_0.5": { "precision_macro": 0.8700892857142857, "recall_macro": 0.9051808406647117, "f1_macro": 0.8860139860139861, "precision_weighted": 0.9312226117440842, "recall_weighted": 0.9263803680981595, "f1_weighted": 0.9280449611737956, "accuracy": 0.9263803680981595, "confusion_matrix": [ [ 124, 8 ], [ 4, 27 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9688 0.9394 0.9538 132\n recl (1) 0.7714 0.8710 0.8182 31\n\n accuracy 0.9264 163\n macro avg 0.8701 0.9052 0.8860 163\nweighted avg 0.9312 0.9264 0.9280 163\n", "threshold": 0.5 }, "at_best_global": { "precision_macro": 0.9203323558162269, "recall_macro": 0.9203323558162269, "f1_macro": 0.9203323558162269, "precision_weighted": 0.950920245398773, "recall_weighted": 0.950920245398773, "f1_weighted": 0.950920245398773, "accuracy": 0.950920245398773, "confusion_matrix": [ [ 128, 4 ], [ 4, 27 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9697 0.9697 0.9697 132\n recl (1) 0.8710 0.8710 0.8710 31\n\n accuracy 0.9509 163\n macro avg 0.9203 0.9203 0.9203 163\nweighted avg 0.9509 0.9509 0.9509 163\n", "threshold": 0.65 }, "at_best_by_lang": { "precision_macro": 0.9203323558162269, "recall_macro": 0.9203323558162269, "f1_macro": 0.9203323558162269, "precision_weighted": 0.950920245398773, "recall_weighted": 0.950920245398773, "f1_weighted": 0.950920245398773, "accuracy": 0.950920245398773, "confusion_matrix": [ [ 128, 4 ], [ 4, 27 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9697 0.9697 0.9697 132\n recl (1) 0.8710 0.8710 0.8710 31\n\n accuracy 0.9509 163\n macro avg 0.9203 0.9203 0.9203 163\nweighted avg 0.9509 0.9509 0.9509 163\n", "thresholds_by_lang": { "it": 0.65 } } }, "thresholds": { "global_best": { "threshold": 0.65, "f1_macro": 0.9203323558162269, "precision_macro": 0.9203323558162269, "recall_macro": 0.9203323558162269 }, "by_lang_best": { "it": { "threshold": 0.65, "f1_macro": 0.9203323558162269, "precision_macro": 0.9203323558162269, "recall_macro": 0.9203323558162269 } }, "default": 0.5 }, "per_lang": { "at_0.5": [ { "lang": "it", "n": 163, "accuracy": 0.9263803680981595, "f1_macro": 0.8860139860139861, "precision_macro": 0.8700892857142857, "recall_macro": 0.9051808406647117, "f1_weighted": 0.9280449611737956, "precision_weighted": 0.9312226117440842, "recall_weighted": 0.9263803680981595 } ], "at_best_global": [ { "lang": "it", "n": 163, "accuracy": 0.950920245398773, "f1_macro": 0.9203323558162269, "precision_macro": 0.9203323558162269, "recall_macro": 0.9203323558162269, "f1_weighted": 0.950920245398773, "precision_weighted": 0.950920245398773, "recall_weighted": 0.950920245398773 } ], "at_best_by_lang": [ { "lang": "it", "n": 163, "accuracy": 0.950920245398773, "f1_macro": 0.9203323558162269, "precision_macro": 0.9203323558162269, "recall_macro": 0.9203323558162269, "f1_weighted": 0.950920245398773, "precision_weighted": 0.950920245398773, "recall_weighted": 0.950920245398773 } ] } }