hspeCluster: hspecCluster

In cont-limno/speCluster: Spectral Clustering in R

Description

Perform hierarchical Spectral Clustering on a data matrix

Usage

hspeCluster(data, conMatrix, cluster.number, iter.max = 400,
  repetition = 400)

Arguments

data	A numeric data frame or matrix where columns represent variables and rows represent locations
conMatrix	Contiguity matrix.
cluster.number	The number of clusters.
iter.max	The maximum number of iterations allowed for kmeans step.
repetition	How many random sets should be chosen for as the initial centers in kmeans step.

Examples

## Not run: 
example("generateData", run.dontrun = TRUE)
results <- hspeCluster(data = input$data, conMatrix = input$conMatrix,
               cluster.number = 8)
mapping(lat = input$latLong[,1], long = input$latLong[,2],
    clusters = results$clusters[,7])

## End(Not run)

cont-limno/speCluster documentation built on Aug. 10, 2021, 1:06 p.m.