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ResearchFormerly WizWand

Regression on Synthetic Friedman function (test)

1.174RMSEBART
1.14981.313151.47651.63985Sep 3, 2025
Updated 7mo ago

Evaluation results

MethodLinks
BARTNumber of covariates (p)=102025.091.174
ANOVA-BARTNumber of covariates (p)=102025.091.188
MARSNumber of covariates (p)=102025.091.196
SSANOVANumber of covariates (p)=102025.091.207
NAMNumber of covariates (p)=102025.091.207
ANOVA-BARTNumber of covariates (p)=502025.091.224
BARTNumber of covariates (p)=502025.091.256
ANOVA-BARTNumber of covariates (p)=1002025.091.275
BARTNumber of covariates (p)=1002025.091.304
MARSNumber of covariates (p)=502025.091.31
MARSNumber of covariates (p)=1002025.091.407
SSANOVANumber of covariates (p)=502025.091.55
SSANOVANumber of covariates (p)=1002025.091.702
NAMNumber of covariates (p)=502025.091.713
NAMNumber of covariates (p)=1002025.091.779