Publisher review:Cluster Validation Toolbox for estimating the number of clusters - supply 12 validity indices, illustrate estimation of the number of clusters For validation of clustering results in cluster analysis, it is important to use some objective measures to evaluate the clustering quality. This tool provides programs of such validity indices, including 4 External validity indices and 8 Internal validity indices: Rand index, Adjusted Rand index, Silhouette, Calinski-Harabasz, Davies-Bouldin, Homogeneity, Separation, and etc.This tool CVT-NC is suitable for such as performance comparison of different indices on estimation of the number of clusters, algorithm design for applications by using or improving part codes, and etc. Requirements: ยท MATLAB Release: R13
Cluster Validation Toolbox for estimating number is a Matlab script for Statistics and Probability scripts design by Kaijun Wang.
It runs on following operating system: Windows / Linux / Mac OS / BSD / Solaris.
Operating system:Windows / Linux / Mac OS / BSD / Solaris