Clustering-class {clusTransition}

Class Clustering

Description

Partition data into clusters

Details

Object of class Clustering containing clustering solution of cumulative dataset D_i. The object of class Clustering comprise of four slots. Slot Clusters contain data items of each cluster, slot Centers contain cluster centers, slot k contain the number of centers, while slot clusterMem contain cluster memberships vector.

Slots

Cluster

List of matrices, where each element of the list include data items belonging to the corresponding cluster.

Centers

Matrix of cluster centers.

k

Number of centers.

clusterMem

Numeric vector of cluster membership.