Regression on Housing holdout (test)
13.683MSEParamBoost
Evaluation results
| Method | Links | |
|---|---|---|
| ParamBoostImplementation=JAX2026.04 | 13.683 | |
| EBMType=Tree-based GAM2026.04 | 13.691 | |
| APLRType=Piecewise-linear GAM2026.04 | 14.087 | |
| NAMArchitecture=MLP (64, 64, 32), Optimizer=AdamW2026.04 | 19.052 | |
| NBMArchitecture=100 shared basis functions, Optimizer=AdamW2026.04 | 21.013 | |
| MGCVImplementation=PyMGCV, Bases=CubicSpline2026.04 | 21.982 | |
| Linear/Logistic regressionImplementation=scikit-learn2026.04 | 22.017 |