{ "accuracy": 0.782608695652174, "balanced_accuracy": 0.7757451391051162, "f1_macro": 0.7777194765714894, "f1_weighted": 0.7828842207289413, "precision_macro": 0.7808732555624674, "recall_macro": 0.7757451391051162, "ordinal_mae": 0.3239130434782609, "ordinal_rmse": 0.7561343335907864, "large_error_pct": 8.91304347826087, "qwk": 0.7361556982343499, "kappa_linear": 0.7182345879992764, "mcc": 0.7035845189708845, "precision_No Tóxico": 0.8495575221238938, "recall_No Tóxico": 0.7804878048780488, "f1_No Tóxico": 0.8135593220338984, "support_No Tóxico": 123, "precision_Lenguaje Ofensivo": 0.7738095238095238, "recall_Lenguaje Ofensivo": 0.8176100628930818, "f1_Lenguaje Ofensivo": 0.7951070336391437, "support_Lenguaje Ofensivo": 159, "precision_Discurso de Odio": 0.7346938775510204, "recall_Discurso de Odio": 0.7578947368421053, "f1_Discurso de Odio": 0.7461139896373057, "support_Discurso de Odio": 95, "precision_Amenazas/Violencia": 0.7654320987654321, "recall_Amenazas/Violencia": 0.7469879518072289, "f1_Amenazas/Violencia": 0.7560975609756098, "support_Amenazas/Violencia": 83, "roc_auc_ovr_macro": 0.9221629865233141, "log_loss": 0.8721387005957749, "ece": 0.15694192051887512, "brier_macro": 0.09395594522356987, "classification_report": " precision recall f1-score support\n\n No Tóxico 0.85 0.78 0.81 123\n Lenguaje Ofensivo 0.77 0.82 0.80 159\n Discurso de Odio 0.73 0.76 0.75 95\nAmenazas/Violencia 0.77 0.75 0.76 83\n\n accuracy 0.78 460\n macro avg 0.78 0.78 0.78 460\n weighted avg 0.78 0.78 0.78 460\n", "f1_bootstrap_mean": 0.7775980516278476, "f1_bootstrap_lo": 0.7357670523307825, "f1_bootstrap_hi": 0.8143980633933287 }