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whitebox (version 2.1.0)

wbt_dbscan: 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 = FALSE,
  compress_rasters = 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.

verbose_mode

Sets verbose mode. If verbose mode is False, tools will not print output messages.

compress_rasters

Sets the flag used by WhiteboxTools to determine whether to use compression for output rasters.

Value

Returns the tool text outputs.