Confidence Calibration on glass
0.008Calibration ErrorIRP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IRPClassifier=Linear SVM, Recalibrator=IRP2026.03 | 0.008 | — | |
| IRPBase Model=Linear SVM2026.03 | 0.044 | — | |
| Temperature ScalingClassifier=Linear SVM, Recalibrator=TS2026.03 | 0.076 | — | |
| Dirichlet CalibrationClassifier=Linear SVM, Recalibrator=Dir2026.03 | 0.102 | — | |
| Orthogonal IsotonicClassifier=Linear SVM, Recalibrator=OI2026.03 | 0.12 | — | |
| Temperature ScalingClassifier=MLP, Recalibrator=TS2026.03 | 0.136 | — | |
| BrenierIRClassifier=MLP, Recalibrator=BrenierIR, k=502026.03 | 0.144 | — | |
| Isotonic RegressionClassifier=Linear SVM, Recalibrator=IR2026.03 | 0.15 | — | |
| Matrix ScalingClassifier=Linear SVM, Recalibrator=MS2026.03 | 0.15 | — | |
| BrenierIRClassifier=MLP, Recalibrator=BrenierIR, k=152026.03 | 0.152 | — | |
| No RecalibrationClassifier=MLP, Recalibrator=—2026.03 | 0.155 | — | |
| Histogram BinningClassifier=MLP, Recalibrator=Bin2026.03 | 0.155 | — | |
| Histogram BinningClassifier=Linear SVM, Recalibrator=Bin2026.03 | 0.156 | — | |
| BrenierIRClassifier=MLP, Recalibrator=BrenierIR, k=302026.03 | 0.159 | — | |
| Matrix ScalingClassifier=MLP, Recalibrator=MS2026.03 | 0.169 | — | |
| No RecalibrationClassifier=Linear SVM, Recalibrator=—2026.03 | 0.182 | — | |
| IRPClassifier=MLP, Recalibrator=IRP2026.03 | 0.197 | — | |
| BrenierIRClassifier=Linear SVM, Recalibrator=BrenierIR, k=152026.03 | 0.217 | — | |
| Dirichlet CalibrationClassifier=MLP, Recalibrator=Dir2026.03 | 0.218 | — | |
| BrenierIRClassifier=Linear SVM, Recalibrator=BrenierIR, k=502026.03 | 0.22 | — | |
| BrenierIRClassifier=Linear SVM, Recalibrator=BrenierIR, k=302026.03 | 0.225 | — | |
| Isotonic RegressionClassifier=MLP, Recalibrator=IR2026.03 | 0.228 | — | |
| Orthogonal IsotonicClassifier=MLP, Recalibrator=OI2026.03 | 0.517 | — | |
| IRPBase Model=MLP2026.03 | 0.574 | — | |
| BrenierIRBase Model=MLP, k=152026.03 | 0.579 | — | |
| BrenierIRBase Model=MLP, k=302026.03 | 0.635 | — | |
| BrenierIRBase Model=Linear SVM, k=152026.03 | 0.647 | — | |
| IRBase Model=Linear SVM2026.03 | 0.649 | — | |
| IRBase Model=MLP2026.03 | 0.652 | — | |
| BrenierIRBase Model=MLP, k=502026.03 | 0.671 | — | |
| BrenierIRBase Model=Linear SVM, k=302026.03 | 0.685 | — | |
| MSBase Model=Linear SVM2026.03 | 0.711 | — | |
| MSBase Model=MLP2026.03 | 0.753 | — | |
| OIBase Model=Linear SVM2026.03 | 0.78 | — | |
| BinBase Model=Linear SVM2026.03 | 0.795 | — | |
| BrenierIRBase Model=Linear SVM, k=502026.03 | 0.799 | — | |
| UncalibratedBase Model=Linear SVM2026.03 | 0.831 | — | |
| BinBase Model=MLP2026.03 | 0.843 | — | |
| DirBase Model=Linear SVM2026.03 | 0.846 | — | |
| DirBase Model=MLP2026.03 | 0.856 | — | |
| UncalibratedBase Model=MLP2026.03 | 0.859 | — | |
| TSBase Model=MLP2026.03 | 0.884 | — | |
| TSBase Model=Linear SVM2026.03 | 0.905 | — | |
| OIBase Model=MLP2026.03 | 0.951 | — | |
| BinBase Classifier=MLP2026.03 | — | 0.087 | |
| BinBase Classifier=linear SVM2026.03 | — | 0.073 | |
| BrenierIRBase Classifier=MLP, k=152026.03 | — | 0.081 | |
| BrenierIRBase Classifier=MLP, k=302026.03 | — | 0.085 | |
| BrenierIRBase Classifier=MLP, k=502026.03 | — | 0.071 | |
| BrenierIRBase Classifier=linear SVM, k=152026.03 | — | 0.074 | |
| BrenierIRBase Classifier=linear SVM, k=302026.03 | — | 0.089 | |
| BrenierIRBase Classifier=linear SVM, k=502026.03 | — | 0.1 | |
| DirBase Classifier=MLP2026.03 | — | 0.089 | |
| DirBase Classifier=linear SVM2026.03 | — | 0.105 | |
| IRBase Classifier=MLP2026.03 | — | 0.082 | |
| IRBase Classifier=linear SVM2026.03 | — | 0.067 | |
| IRPBase Classifier=MLP2026.03 | — | 0.072 | |
| IRPBase Classifier=linear SVM2026.03 | — | 0.007 | |
| MSBase Classifier=MLP2026.03 | — | 0.087 | |
| MSBase Classifier=linear SVM2026.03 | — | 0.086 | |
| OIBase Classifier=MLP2026.03 | — | 0.132 | |
| OIBase Classifier=linear SVM2026.03 | — | 0.096 | |
| TSBase Classifier=MLP2026.03 | — | 0.098 | |
| TSBase Classifier=linear SVM2026.03 | — | 0.083 | |
| UncalibratedBase Classifier=MLP2026.03 | — | 0.097 | |
| UncalibratedBase Classifier=linear SVM2026.03 | — | 0.089 |