gen_superlearner: Setup a SuperLearner() based on parallel configuration.

In ck37r: Chris Kennedy's R Toolkit

Description

Create custom SL and CV.SL functions that automatically use parallelization based on the provided configuration.

Usage

gen_superlearner(
  parallel = "multicore",
  cluster = NULL,
  outer_cv_folds = NULL,
  verbose = T
)

Arguments

parallel	Can be "multicore", "doSNOW"/"snow" or "seq"/NULL.
cluster	Optional cluster, e.g. from SNOW.
outer_cv_folds	How many folds to use for CV.SuperLearner
verbose	If TRUE will output additional details during execution.

Value

A list with a SL and CV.SL function.

ck37r documentation built on Feb. 6, 2020, 5:09 p.m.