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ResearchFormerly WizWand

Classification on MIMIC-III

82.8AUCNODE
76.97678.4888081.512Feb 11, 2026
Updated 8mo ago

Evaluation results

MethodLinks
NODEInterpretability=No, Complex.=N/A2026.0282.8
NA2MInterpretability=Yes, Complex.=O(n^2)2026.0282.5
NAEInterpretability=Yes, Complex.=O(n)2026.0282.5
NODE-GA2MInterpretability=Yes, Complex.=O(n^2)2026.0282.2
EB2MInterpretability=Yes, Complex.=O(n^2)2026.0282.1
XGBoostInterpretability=No, Complex.=N/A2026.0281.9
NB2MInterpretability=Yes, Complex.=O(n^2)2026.0281.9
MLPInterpretability=No, Complex.=N/A2026.0281.5
NODE-GAMInterpretability=Yes, Complex.=O(n)2026.0281.4
NAMInterpretability=Yes, Complex.=O(n)2026.0281.3
SplineInterpretability=Yes, Complex.=O(n)2026.0281.2
EBMInterpretability=Yes, Complex.=O(n)2026.0280.9
NBMInterpretability=Yes, Complex.=O(n)2026.0280.6
LinearInterpretability=Yes, Complex.=O(n)2026.0277.2