Investigation of the performance of some clustering algorithms

• Main Author: Tin Zar Kyaw.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/3602
• Institution: Nanyang Technological University

Abstract In this dissertation, we investigate the performance of K-means, SOM and EM clustering algorithms based on UCI datasets. Tests are performed using three datasets. Two measures which are mostly used for comparing the performance of clustering algorithms. The first concerns the quality of clu...