Classification of Microarray Gene Expression Data by MultiBlock Dimension Reduction

DOI QR코드

DOI QR Code

Oh, Mi-Ra;Kim, Seo-Young;Kim, Kyung-Sook;Baek, Jang-Sun;Son, Young-Sook

  • 발행 : 2006.12.31

초록

In this paper, we applied the multiblock dimension reduction methods to the classification of tumor based on microarray gene expressions data. This procedure involves clustering selected genes, multiblock dimension reduction and classification using linear discrimination analysis and quadratic discrimination analysis.

키워드

Principal component analysis;partial least square method;linear discrimination analysis;quadratic discrimination analysis

참고문헌

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