IMPROVED NORMALIZATION AND STANDARDIZATION TECHNIQUES FOR HIGHER PURITY IN K-MEANS CLUSTERING

DOI10.17654/MS100060859zbMath1360.62325OpenAlexW2526890902MaRDI QIDQ2963189

Aida Mustapha, Paul Inuwa Dalatu, Anwar Fitrianto

Publication date: 10 February 2017

Published in: Far East Journal of Mathematical Sciences (FJMS) (Search for Journal in Brave)

Full work available at URL: http://www.pphmj.com/abstract/10134.htm

zbMATH Keywords

clusteringnormalizationpurity\(K\)-means algorithmRand indexstandardizationmachine learning repository

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml

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