Volume : IV, Issue : VIII, August - 2014

Performance Metrics of Clustering Algorithm

A. Viji Amutha Mary, Dr. T. Jebarajan

Abstract :

This paper discusses the various performance measures for assessing the quality of Hard C Means Clustering algorithm. This assessment of the clustering quality is referred to as cluster validation which is a similarity measure between two different clusters. A detailed survey of the performance metrics based on the internal and external evaluation measures is presented. The two commonly used clustering algorithms such as K means and Fuzzy C means are compared and its applications are discussed.

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Article: Download PDF   DOI : 10.36106/ijar  

Cite This Article:

A. Viji Amutha Mary, Dr. T. Jebarajan Performance Metrics of Clustering Algorithm Indian Journal of Applied Research, Vol.4, Issue.8 August 2014

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