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ResearchFormerly WizWand

Confidence Calibration on cleveland

0.03Calibration ErrorIRP
0.01380.123150.23250.34185Mar 11, 2026
Updated 7mo ago

Evaluation results

MethodLinks
IRPClassifier=Linear SVM, Recalibrator=IRP2026.030.03—
IRPClassifier=MLP, Recalibrator=IRP2026.030.061—
Matrix ScalingClassifier=MLP, Recalibrator=MS2026.030.099—
Dirichlet CalibrationClassifier=MLP, Recalibrator=Dir2026.030.106—
BrenierIRClassifier=MLP, Recalibrator=BrenierIR, k=152026.030.119—
Temperature ScalingClassifier=MLP, Recalibrator=TS2026.030.126—
BrenierIRClassifier=Linear SVM, Recalibrator=BrenierIR, k=302026.030.147—
No RecalibrationClassifier=Linear SVM, Recalibrator=—2026.030.148—
BrenierIRClassifier=Linear SVM, Recalibrator=BrenierIR, k=152026.030.153—
Isotonic RegressionClassifier=MLP, Recalibrator=IR2026.030.158—
Isotonic RegressionClassifier=Linear SVM, Recalibrator=IR2026.030.158—
BrenierIRClassifier=Linear SVM, Recalibrator=BrenierIR, k=502026.030.16—
BrenierIRClassifier=MLP, Recalibrator=BrenierIR, k=502026.030.161—
BrenierIRClassifier=MLP, Recalibrator=BrenierIR, k=302026.030.168—
No RecalibrationClassifier=MLP, Recalibrator=—2026.030.172—
Histogram BinningClassifier=Linear SVM, Recalibrator=Bin2026.030.183—
Matrix ScalingClassifier=Linear SVM, Recalibrator=MS2026.030.192—
Histogram BinningClassifier=MLP, Recalibrator=Bin2026.030.201—
Dirichlet CalibrationClassifier=Linear SVM, Recalibrator=Dir2026.030.209—
Temperature ScalingClassifier=Linear SVM, Recalibrator=TS2026.030.276—
Orthogonal IsotonicClassifier=Linear SVM, Recalibrator=OI2026.030.3—
Orthogonal IsotonicClassifier=MLP, Recalibrator=OI2026.030.435—
BinBase Classifier=MLP2026.03—0.089
BinBase Classifier=linear SVM2026.03—0.076
BrenierIRBase Classifier=MLP, k=152026.03—0.072
BrenierIRBase Classifier=MLP, k=302026.03—0.083
BrenierIRBase Classifier=MLP, k=502026.03—0.087
BrenierIRBase Classifier=linear SVM, k=152026.03—0.082
BrenierIRBase Classifier=linear SVM, k=302026.03—0.097
BrenierIRBase Classifier=linear SVM, k=502026.03—0.093
DirBase Classifier=MLP2026.03—0.081
DirBase Classifier=linear SVM2026.03—0.083
IRBase Classifier=MLP2026.03—0.063
IRBase Classifier=linear SVM2026.03—0.089
IRPBase Classifier=MLP2026.03—0.035
IRPBase Classifier=linear SVM2026.03—0.037
MSBase Classifier=MLP2026.03—0.094
MSBase Classifier=linear SVM2026.03—0.106
OIBase Classifier=MLP2026.03—0.184
OIBase Classifier=linear SVM2026.03—0.139
TSBase Classifier=MLP2026.03—0.097
TSBase Classifier=linear SVM2026.03—0.154
UncalibratedBase Classifier=MLP2026.03—0.114
UncalibratedBase Classifier=linear SVM2026.03—0.074