Use adaptive compactness mode

Creates a compactness mode object for adaptive compactness. The "local_max" method scales value distances separately for each center using the largest feature-space distance within its local search window. The scale is updated before each assignment iteration, while spatial distances remain scaled by step.

Usage

use_adaptive(method = "local_max")

Arguments

method

Adaptive compactness method. Currently only "local_max" is supported.

Value

An adaptive compactness mode object for compactness arguments.

Examples

use_adaptive()
#> $method
#> [1] "local_max"
#> 
#> attr(,"class")
#> [1] "sc_adaptive"