This website contains a collection of wrappers that may be helpful for running SuperLearner
. The package mostly contains wrappers from previous projects that are not general enough to be added to the main SuperLearner
package but might be helpful as a reference or easily adapted to fit new projects. The package contains 3 folders, SL
, screen
and method
. The SL
folder contains prediction algorithms, the screen
folder contains screening algorithms, and the method
folder contains alternative methods (like NNLS()).
You can directly access each individual R script and copy the contents into your own SuperLearner script.