| { |
| "calibrated": true, |
| "confidence_threshold": 0.25, |
| "generated_at": "2026-03-25T19:06:04.625853+00:00", |
| "head": "intent_subtype", |
| "metrics": { |
| "calibrated_accuracy": 0.85, |
| "calibrated_expected_calibration_error": 0.0782, |
| "calibrated_negative_log_likelihood": 0.451, |
| "mean_calibrated_confidence": 0.826, |
| "mean_raw_confidence": 0.775, |
| "raw_accuracy": 0.85, |
| "raw_expected_calibration_error": 0.124, |
| "raw_negative_log_likelihood": 0.4945 |
| }, |
| "minimum_threshold_floor": 0.25, |
| "optimized_temperature_candidate": 0.868223, |
| "selected_threshold_before_floor": { |
| "accepted_accuracy": 0.85, |
| "coverage": 1.0, |
| "threshold": 0.0 |
| }, |
| "selection_split": "val", |
| "selection_target_precision": 0.75, |
| "temperature": 0.868223, |
| "temperature_scaling_applied": true, |
| "threshold_summary": { |
| "accepted_accuracy": 0.8608, |
| "coverage": 0.9875, |
| "threshold": 0.25 |
| } |
| } |
|
|
