demo_outputs/minimal_ai_demo_metrics.json

{
  "validation": {
    "n": 161,
    "roc_auc": 0.551984877126654,
    "brier": 0.29444580519427704,
    "log_loss": 1.1010026456724602,
    "ece_10": 0.17552532875361798,
    "automated_coverage": 0.30434782608695654,
    "automated_selective_error": 0.5102040816326531,
    "investigate_rate": 0.5093167701863354,
    "abstain_rate": 0.18633540372670807
  },
  "test": {
    "n": 160,
    "roc_auc": 0.4841294783155248,
    "brier": 0.3598869606749192,
    "log_loss": 1.165776466934833,
    "ece_10": 0.30815696223146555,
    "automated_coverage": 0.45625,
    "automated_selective_error": 0.5205479452054794,
    "investigate_rate": 0.425,
    "abstain_rate": 0.11875
  }
}