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Average rank of the calibration methods on the benchmark datasets using SVM as the base classifier. Marker */⊛ indicates whether ENIR is statistically superior/inferior to the compared method (using an improved Friedman test followed by Holm's step-down procedure at a 0.05 significance level).
| IsoRegC | BBQ | ENIR | |
|---|---|---|---|
| AUC | 1.988 | 2.025 | 1.988 |
| ACC | 2.000 | 2.150 | 1.850 |
| RMSE | 1.850 | 2.475* | 1.675 |
| ECE | 2.075 | 2.025 | 1.900 |
| MCE | 2.550* | 1.625 | 1.825 |
