OverLap-class {clusTransition}R Documentation

Overlap between clusters

Description

Contains matrix of similarity indices between clusters, after clustering dynamic datasets at consecutive time points.

Slots

Overlap

A numeric matrix containing the similarity index between clusters extracted at time point t_1 and t_2. The rows of the matrix illustrate clusters extracted from first clustering \xi_1(time point t_1),whereas columns represent clusters extracted from second clustering \xi_2(time point t_2).

rx

A numeric vector containg radius of each cluster from first clustering \xi_1.

ry

A numeric vector containg radius of each cluster from second clustering \xi_2.

Centersx

A numeric vector containing centers of clusters from first clustering \xi_1.

Centersy

A numeric vector containing centers of clusters from second clustering \xi_2.

avgDisx

A numeric vector containing average distance between points in a cluster from its center in first clustering \xi_1.

avgDisy

A numeric vector containing average distance between points in a cluster from its center in second clustering \xi_2.

clusterMem

A vector of integers containing cluster membership from second clustering \xi_2.


[Package clusTransition version 1.0 Index]