predictor_prop: Proportion of predictors

In dials: Tools for Creating Tuning Parameter Values

Proportion of predictors

Description

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

Usage

predictor_prop(range = c(0, 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

predictor_prop() is used in step_pls().

Examples

predictor_prop()

dials documentation built on Sept. 11, 2024, 8:25 p.m.