The parameter is used in models where a parameter is the proportion of predictor variables.
prop_terms(range = c(0.05, 1), trans = NULL)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.
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.
prop_terms() is used in recipe stes in the important package.
prop_terms()
#> Proportion of Top Predictors (quantitative)
#> Range: [0.05, 1]