{ "overall": { "at_0.5": { "precision_macro": 0.8770778652668416, "recall_macro": 0.9213098729227762, "f1_macro": 0.8966749265256728, "precision_weighted": 0.9386073673306174, "recall_weighted": 0.9325153374233128, "f1_weighted": 0.9343820254908982, "accuracy": 0.9325153374233128, "confusion_matrix": [ [ 124, 8 ], [ 3, 28 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9764 0.9394 0.9575 132\n recl (1) 0.7778 0.9032 0.8358 31\n\n accuracy 0.9325 163\n macro avg 0.8771 0.9213 0.8967 163\nweighted avg 0.9386 0.9325 0.9344 163\n", "threshold": 0.5 }, "at_best_global": { "precision_macro": 0.9260496183206106, "recall_macro": 0.9364613880742914, "f1_macro": 0.9311364596535698, "precision_weighted": 0.9576815904088418, "recall_weighted": 0.9570552147239264, "f1_weighted": 0.9573144022746298, "accuracy": 0.9570552147239264, "confusion_matrix": [ [ 128, 4 ], [ 3, 28 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9771 0.9697 0.9734 132\n recl (1) 0.8750 0.9032 0.8889 31\n\n accuracy 0.9571 163\n macro avg 0.9260 0.9365 0.9311 163\nweighted avg 0.9577 0.9571 0.9573 163\n", "threshold": 0.65 }, "at_best_by_lang": { "precision_macro": 0.9260496183206106, "recall_macro": 0.9364613880742914, "f1_macro": 0.9311364596535698, "precision_weighted": 0.9576815904088418, "recall_weighted": 0.9570552147239264, "f1_weighted": 0.9573144022746298, "accuracy": 0.9570552147239264, "confusion_matrix": [ [ 128, 4 ], [ 3, 28 ] ], "classification_report": " precision recall f1-score support\n\n no-recl (0) 0.9771 0.9697 0.9734 132\n recl (1) 0.8750 0.9032 0.8889 31\n\n accuracy 0.9571 163\n macro avg 0.9260 0.9365 0.9311 163\nweighted avg 0.9577 0.9571 0.9573 163\n", "thresholds_by_lang": { "it": 0.65 } } }, "thresholds": { "global_best": { "threshold": 0.65, "f1_macro": 0.9311364596535698, "precision_macro": 0.9260496183206106, "recall_macro": 0.9364613880742914 }, "by_lang_best": { "it": { "threshold": 0.65, "f1_macro": 0.9311364596535698, "precision_macro": 0.9260496183206106, "recall_macro": 0.9364613880742914 } }, "default": 0.5 }, "per_lang": { "at_0.5": [ { "lang": "it", "n": 163, "accuracy": 0.9325153374233128, "f1_macro": 0.8966749265256728, "precision_macro": 0.8770778652668416, "recall_macro": 0.9213098729227762, "f1_weighted": 0.9343820254908982, "precision_weighted": 0.9386073673306174, "recall_weighted": 0.9325153374233128 } ], "at_best_global": [ { "lang": "it", "n": 163, "accuracy": 0.9570552147239264, "f1_macro": 0.9311364596535698, "precision_macro": 0.9260496183206106, "recall_macro": 0.9364613880742914, "f1_weighted": 0.9573144022746298, "precision_weighted": 0.9576815904088418, "recall_weighted": 0.9570552147239264 } ], "at_best_by_lang": [ { "lang": "it", "n": 163, "accuracy": 0.9570552147239264, "f1_macro": 0.9311364596535698, "precision_macro": 0.9260496183206106, "recall_macro": 0.9364613880742914, "f1_weighted": 0.9573144022746298, "precision_weighted": 0.9576815904088418, "recall_weighted": 0.9570552147239264 } ] } }