| { | |
| "temperature": 1.2806789875030518, | |
| "method": "temperature_scaling", | |
| "calibration_set": "calibration", | |
| "calibration_metrics": { | |
| "temperature": 1.2806789875030518, | |
| "optimization_method": "LBFGS_logspace", | |
| "uncalibrated_nll": 0.06460460661246972, | |
| "calibrated_nll": 0.06279846573841724, | |
| "uncalibrated_ece": 0.012124871567496009, | |
| "calibrated_ece": 0.016240862688628014, | |
| "uncalibrated_brier": 0.01822748637167701, | |
| "calibrated_brier": 0.018437309998858068, | |
| "nll_improvement": 0.001806140874052481, | |
| "ece_improvement": -0.004115991121132005, | |
| "brier_improvement": -0.00020982362718105843 | |
| }, | |
| "test_metrics": { | |
| "ece_before": 0.011862174308705089, | |
| "ece_after": 0.015908939599173937, | |
| "ece_improvement": -0.004046765290468848, | |
| "brier_before": 0.01812282837704726, | |
| "brier_after": 0.018294590049400802, | |
| "brier_improvement": -0.0001717616723535438 | |
| } | |
| } |