imputeSenatorToData: Impute clusters from senators to data

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

Description

Assign trajetories from the original data to senator clusters.

Usage

imputeSenatorToData(senators, clusters)

Arguments

senators	List object obtained from imputeSenator function
clusters	Pam object obtained from getClusters or combineCluster.

Details

When it's computed a clustering over senators, it's necessary to assign those cluster to original data. To do this, it's known which senator each original trajectory belong to, therefore the final cluster of each senator is identified and the trajectories of that senator are assigned to its definitive cluster.

Value

Object of imputeSenator-class.

Author(s)

Fernando Pérez-Sanz ([e-mail])

Miriam Riquelme-Pérez ([e-mail])

See Also

plotClusterSenator, imputeSenators, getClusters, imputeSenator-class.

Examples

data( tscR )
data <- tscR
time <- c( 1, 2, 3 )
senators <- imputeSenators( data, k = 100 )
senatorDist <- slopeDist( senators$senatorData, time )
sClust <- getClusters( senatorDist, k = 5 )
plotCluster( senators$senatorData, sClust, 2 )
endCluster <- imputeSenatorToData( senators, sClust )

fpsanz/tscR documentation built on July 17, 2020, 2:20 a.m.