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Multi-class Post-hoc Calibration on TabRepo 1365 multi-class experiments (test)
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-0.0046
Brier Score Difference
SMS
-0.005232
-0.000966
0.0033
0.007566
Nov 5, 2025
Brier Score Difference
Logloss Difference
Updated 1mo ago
Evaluation Results
Method
Method
Links
Brier Score Difference
Logloss Difference
SMS
Type=MS
2025.11
-0.0046
-0.021
SVS
Type=VS
2025.11
-0.0034
-0.0174
torchcal
Type=VS
2025.11
-0.0032
-0.0053
Isotonic regression
Type=Non param.
2025.11
-0.0026
0.1893
torchcal
Type=TS
2025.11
-0.0024
-0.0116
probmetrics
Type=TS
2025.11
-0.0024
-0.0148
Dirichlet
Type=MS
2025.11
-0.0023
-0.0089
torchcal
Type=MS
2025.11
0.0018
0.0642
Guo et al.
Type=TS
2025.11
0.0112
0.0278
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