Article
FM-GA and CM-GA for gene microarray analysis.
Advances in experimental medicine and biology - 1 Jan 2010
Liang Lily R, Palomino Rommel A Benites, Lu Zhao, Mandal Vinay, Kumar Deepak
Abstract excerpt
In this paper, we propose two new approaches, FM-GA and CM-GA, to identify significant genes from microarray datasets. FM-GA and CM-GA combine our innovative FM-test and CM-test with genetic algorithm (GA), respectively, and leverage the strengths of GA. The performance of FM-GA and CM-GA was evaluated by the classification accuracy of decision trees constructed with the selected genes. Experiments were conducted...
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