gen_superlearner: Setup a SuperLearner() based on parallel configuration.
In ck37/ckTools: Chris Kennedy's R Toolkit
View source: R/gen_superlearner.R
gen_superlearner R Documentation
Setup a SuperLearner() based on parallel configuration.
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.
ck37/ckTools documentation built on April 29, 2023, 11:47 p.m.
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View source: R/gen_superlearner.R
| gen_superlearner | R Documentation |
Setup a SuperLearner() based on parallel configuration.
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.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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