Generate a specification for fitting a caret model

A caret model specification consists of 2 parts: a model (as a string) and the arguments to the train call for fitting that model

Usage

caretModelSpec(method = "rf", ...)

Arguments

method

the modeling method to pass to caret::train

...

Other arguments that will eventually be passed to caret::train

Value

a list of lists

Examples

caretModelSpec("rf", tuneLength = 5, preProcess = "ica")
#> $method
#> [1] "rf"
#> 
#> $tuneLength
#> [1] 5
#> 
#> $preProcess
#> [1] "ica"
#>