SuperLearner.control {SuperLearner}

Control parameters for the SuperLearner

Description

Control parameters for the SuperLearner

Usage

SuperLearner.control(saveFitLibrary = TRUE, saveCVFitLibrary = FALSE, trimLogit = 0.001)

Arguments

saveFitLibrary

Logical. Should the fit for each algorithm be saved in the output from SuperLearner.

saveCVFitLibrary

Logical. Should cross-validated fits for each algorithm be saved in the output from SuperLearner.

trimLogit

number between 0.0 and 0.5. What level to truncate the logit transformation to maintain a bounded loss function when using the NNloglik method.

Value

A list containing the control parameters.