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ResearchFormerly WizWand

Binary Classification on MIMIC 2

0.869AUCNB2M
0.793080.812790.83250.85221May 27, 2022Jan 8, 2023Aug 22, 2023Apr 4, 2024Nov 16, 2024Jun 30, 2025Feb 11, 2026
Updated 8mo ago

Evaluation results

MethodLinks
NB2MComplexity=Pairwise Interactions2022.050.869
NeuralSPAMOrder=22022.050.8664
NA2MComplexity=Pairwise Interactions2022.050.8639
NBMComplexity=Standard2022.050.8549
NAM2022.050.8539
NAMComplexity=Standard2022.050.8539
LinearSPAMOrder=22022.050.8514
EB2MInterpretability=Yes, Complex.=O(n^2)2026.020.848
NB2MInterpretability=Yes, Complex.=O(n^2)2026.020.848
NAEInterpretability=Yes, Complex.=O(n)2026.020.847
NODE-GA2MComplexity=Pairwise Interactions2022.050.846
NODE-GA2MInterpretability=Yes, Complex.=O(n^2)2026.020.846
XGBoostInterpretability=No, Complex.=N/A2026.020.844
XGBoost2022.050.843
NODEInterpretability=No, Complex.=N/A2026.020.843
NA2MInterpretability=Yes, Complex.=O(n^2)2026.020.843
MLPInterpretability=No, Complex.=N/A2026.020.835
EBMInterpretability=Yes, Complex.=O(n)2026.020.835
NAMInterpretability=Yes, Complex.=O(n)2026.020.834
NBMInterpretability=Yes, Complex.=O(n)2026.020.833
NODE-GAM2022.050.832
NODE-GAMComplexity=Standard2022.050.832
NODE-GAMInterpretability=Yes, Complex.=O(n)2026.020.832
SplineInterpretability=Yes, Complex.=O(n)2026.020.825
LinearInterpretability=Yes, Complex.=O(n)2026.020.796