From: Two-step approach for assessing the health effects of environmental chemical mixtures: application to simulated datasets and real data from the Navajo Birth Cohort Study
Adaptive lasso
CART+ Adaptive lasso
RF+ Adaptive lasso
R2
30.0%
28.2%
29.2%
Adjusted R2
28.9%
27.3%
28.3%
MSE
1.012
1.039
1.025
MSE.CV
1.003
1.038
1.017
MSPE.CV
1.095
1.088
1.078