getClusters: Generic clustering function

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

Description

Compute clustering with pam function and a distance class object.

Usage

getClusters(x, k)

Arguments

x	Numeric distance object obtained with dimension n x n.
k	Numeric. Number of clusters

Details

This function is a wrapper of pam (cluster). x must be a dist object obtained from frechetdist, slopedist or any other distance metric on condition that it be an object of the dist class and has dimensions nxn, where n is equal to the number of trajectories.

Value

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

Author(s)

Fernando Pérez-Sanz ([e-mail])

Miriam Riquelme-Pérez ([e-mail])

See Also

pam, plotCluster.

Examples

data(tscR)
data <- tscR
time <- c(1,2,3)
dist_tscR <- slopeDist(data, time)
res.cluster <- getClusters(dist_tscR, 3)

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