Article
Evaporative cooling feature selection for genotypic data involving interactions.
Bioinformatics (Oxford, England) - 15 Aug 2007
McKinney B A, Reif D M, White B C, Crowe J E, Moore J H
Abstract excerpt
MOTIVATION: The development of genome-wide capabilities for genotyping has led to the practical problem of identifying the minimum subset of genetic variants relevant to the classification of a phenotype. This challenge is especially difficult in the presence of attribute interactions, noise and small sample size. METHODS: Analogous to the physical mechanism of evaporation, we introduce an evaporative cooling...
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