combineCluster: Combine clusters function

In tscR: A time series clustering package combining slope and Frechet distances

Description

Combine clusters from two different clustering

Usage

combineCluster(x, y)

Arguments

x	Object of class pam. Output of getClusters.
y	Object of class pam. Output of getClusters.

Details

This function combines the clusters obtained in getClusters with 'slope' distance and the ones obtained with Frechet distance, resulting in a new clustering combining both distances.

Value

Object of class 'pam'. See pam.object for details

Author(s)

Fernando Pérez-Sanz ([e-mail])

Miriam Riquelme-Pérez ([e-mail])

See Also

getClusters, plotCluster

Examples

data(tscR)
data <- tscR
time <- c(1,2,3)
dist_slope <- slopeDist(data, time)
dist_frechet <- frechetDistC(data, time)
slope.cluster <- getClusters(dist_slope, 3)
frechet.cluster <- getClusters(dist_frechet, 4)
comb.cluster <- combineCluster(slope.cluster, frechet.cluster)

tscR documentation built on Nov. 8, 2020, 5:53 p.m.