gtclust_graph: Hierarchical clustering with contiguity constraints

In comeetie/gtclust: Hierarchal clustering of geographic or temporal object with contiguity constraints

Hierarchical clustering with contiguity constraints

Description

This function take an data.frame and performs hierarchical clustering with contiguity constraints using a graph describing the contiguity (provided )

Usage

gtclust_graph(
  adjacencies_list,
  df,
  method = "ward",
  scaling = "raw",
  display_progress = FALSE
)

Arguments

adjacencies_list	graph describing the contiguity between the rows of df as a list of adjacencies
df	a data.frame with numeric columns
method	linkage criterion in ward (default) or average, median
scaling	default scaling of the features in zscore or raw (i.e. no scaling, the default)
display_progress	boolean to set progression bar

Value

an hclust like object with additional slots

data

The numeric data (eventually scaled) used for the clustering

centers

The protoypes of each tree nodes

comeetie/gtclust documentation built on Sept. 17, 2024, 12:45 a.m.