split_update: Split Member of Largest cluster with An Empty cluster.

In simuclustfactor: Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets

Split Member of Largest cluster with An Empty cluster.

Description

If there is an empty cluster share members of largest cluster with empty cluster via the k-means clustering technique

Usage

split_update(LC, LC_members, LC_scores, EC, U_i_g, C_g, seed)

Arguments

LC	Largest cluster index.
LC_members	Members of largest cluster.
LC_scores	Scores of largest cluster.
EC	Empty cluster index to share members of LC with.
U_i_g	Current membership function matrix with empty cluster to update.
C_g	Number of members in each cluster.
seed	Seed for random number generation.

Value

U_i_g, the updated membership matrix.

simuclustfactor documentation built on Oct. 18, 2022, 9:07 a.m.