| { | |
| "temperature": 1.4436575174331665, | |
| "method": "temperature_scaling", | |
| "calibration_set": "calibration", | |
| "calibration_metrics": { | |
| "temperature": 1.4436575174331665, | |
| "optimization_method": "LBFGS_logspace", | |
| "uncalibrated_nll": 0.057230830731130305, | |
| "calibrated_nll": 0.05340311260808736, | |
| "uncalibrated_ece": 0.007595386161633095, | |
| "calibrated_ece": 0.011707928851842823, | |
| "uncalibrated_brier": 0.01589206575792085, | |
| "calibrated_brier": 0.015775692446082124, | |
| "nll_improvement": 0.0038277181230429447, | |
| "ece_improvement": -0.004112542690209728, | |
| "brier_improvement": 0.00011637331183872793 | |
| }, | |
| "test_metrics": { | |
| "ece_before": 0.007462335961689493, | |
| "ece_after": 0.011600581100766194, | |
| "ece_improvement": -0.004138245139076701, | |
| "brier_before": 0.015727129447539786, | |
| "brier_after": 0.0156334356493489, | |
| "brier_improvement": 9.369379819088725e-05 | |
| } | |
| } |