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Probability Calibration on Obesity dataset (Xh)
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0.014
MCLLO p-value
Random Forest
0.00788
0.04919
0.0905
0.13181
Feb 20, 2026
MCLLO p-value
ECE (sqrt(n) bins)
Accuracy
% label change
Updated 3mo ago
Evaluation Results
Method
Method
Links
MCLLO p-value
ECE (sqrt(n) bins)
Accuracy
% label change
Random Forest
Calibration set=Xh, n=132
2026.02
0.014
0.127
78.8
-
Xu et al.
Calibration set=X*_h,X...
2026.02
0.014
0.078
81.1
3
EB (Extension of Binning)
Calibration set=X*_h,E...
2026.02
0.068
0.083
81
3.03
MCLLO
Calibration set=X*_h,M...
2026.02
0.167
0.073
81.1
2.27
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