| { |
| "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 |
| } |
| } |
