Kernel functions for distance weighting

Kernel functions for distance weighting

weight_func(values = values_weight_func)

values_weight_func

Format

An object of class character of length 9.

Arguments

values

A character string of possible values. See values_weight_func in examples below.

Details

This parameter is used in parsnip:::nearest_neighbors().

Examples

values_weight_func
#> [1] "rectangular"  "triangular"   "epanechnikov" "biweight"     "triweight"   
#> [6] "cos"          "inv"          "gaussian"     "rank"        
weight_func()
#> Distance Weighting Function (qualitative)
#> 9 possible values include:
#> 'rectangular', 'triangular', 'epanechnikov', 'biweight', 'triweight', 'cos',
#> 'inv', 'gaussian', and 'rank'