wbt_dbscan: Dbscan
In whitebox: 'WhiteboxTools' R Frontend

wbt_dbscan

R Documentation

Dbscan

Description

Performs a DBSCAN-based unsupervised clustering operation.

Usage

wbt_dbscan(
  inputs,
  output,
  scaling = "Normalize",
  search_dist = 0.01,
  min_points = 5,
  wd = NULL,
  verbose_mode = NULL,
  compress_rasters = NULL,
  command_only = FALSE
)

Arguments

`inputs`	Names of the input rasters.
`output`	Name of the output raster file.
`scaling`	Scaling method for predictors. Options include 'None', 'Normalize', and 'Standardize'.
`search_dist`	Search-distance parameter.
`min_points`	Minimum point density needed to define 'core' point in cluster.
`wd`	Changes the working directory. Default: `NULL` will use the value in WhiteboxTools settings, see `wbt_wd()` for details.
`verbose_mode`	Sets verbose mode. If verbose mode is `FALSE`, tools will not print output messages. Default: `NULL` will use the value in WhiteboxTools settings, see `wbt_verbose()` for details.
`compress_rasters`	Sets the flag used by 'WhiteboxTools' to determine whether to use compression for output rasters. Default: `NULL` will use the value in WhiteboxTools settings, see `wbt_compress_rasters()` for details.
`command_only`	Return command that would be executed by `system()` rather than running tool. Default: `FALSE`.