adjust_deg_free: Parameters to adjust effective degrees of freedom

In topepo/dials: Tools for Creating Tuning Parameter Values

Parameters to adjust effective degrees of freedom

Description

This parameter can be used to moderate smoothness of spline or other terms used in generalized additive models.

Usage

adjust_deg_free(range = c(0.25, 4), 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

Used in parsnip::gen_additive_mod().

Examples

adjust_deg_free()

topepo/dials documentation built on June 17, 2024, 4:14 a.m.