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Mining of Important Informative Genes and Classifier Construction for Cancer Dataset
International Journal of Soft Computing
Microarray is a useful technique for measuring expression data of thousands or more of genes simultaneously. One of challenges in classification of cancer using high-dimensional gene expression data is to select a minimal number of relevant genes which can maximize classification accuracy. Because of the distinct characteristics inherent to specific cancerous gene expression profiles, developing flexible and robust gene identification methods is extremely fundamental. Many gene selectiondoi:10.5121/ijsc.2012.3306 fatcat:7mu64zhzgvfebasivvmigtevzm