microcluster

PURPOSE

Performs k-means with large K to estimate micro-clusters

SYNOPSIS

function [centers, weights, data2coresets] = microcluster(X,K)

DESCRIPTION

Performs k-means with large K to estimate micro-clusters
[CENTERS, WEIGHTS, DATA2CORESETS] = MICROCLUSTER(X,K)

 Inputs:
    (X): Data matrix
    (K): Number of micro-clusters
 
 Output:
    (CENTERS): micro-cluster centers
    (WEIGHTS): number of observations allocated to each micro-cluster
    (DATA2CORESETS): assignment of observations to micro-clusters

CROSS-REFERENCE INFORMATION

This function calls:

This function is called by:

scpp Spectral Clustering Projection Pursuit (SCPP) (divisive clustering is implemented in scppdc.m)