test_metrics.json

{
  "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
}