Proportion of top predictors — prop_terms • dials

The parameter is used in models where a parameter is the proportion of predictor variables.

Usage

prop_terms(range = c(0.05, 1), trans = NULL)

Arguments

range: A two-element vector holding the defaults for the smallest and largest possible values, respectively. If a transformation is specified, these values should be in the transformed units.
trans: A trans object from the scales package, such as scales::transform_log10() or scales::transform_reciprocal(). If not provided, the default is used which matches the units used in range. If no transformation, NULL.

Details

prop_terms() is used in recipe stes in the important package.

Examples

prop_terms()
#> Proportion of Top Predictors (quantitative)
#> Range: [0.05, 1]