SL.caretMod: SL.caretMod

In benkeser/haltmle.sim: Simulation study for HAL-TMLE

Description

A modification of the SL.caret function from the SuperLearner package that suppresses some output when method = "gbm" or "nnet". See ?SL.caret for more information.

Usage

SL.caretMod(Y, X, newX, family, obsWeights, method, tuneLength = 10,
  trControl = caret::trainControl(method = "cv", number = 5, verboseIter =
  FALSE), ...)

Arguments

Y	Training outcomes
X	Training predictors
newX	Test set predictors
family	Character indicating family argument (ignored)
obsWeights	Weights for the observations
method	Character describing what algorithm to train
tuneLength	The number of tuning parameter combinations
trControl	Passed to caret::train
...	Other arguments (not currently used)

benkeser/haltmle.sim documentation built on May 12, 2019, noon