A Hierarchical Method for Selecting Feature Genes from Gene-Expression Profiles

A novel feature genes selection method is presented for detecting disease causal genes from gene expression profiles. In this paper, we take three steps and combine genetic algorithm, k-nearest neighbor and statistical test to detect the most important genes. Experiments on colorectal cancer gene-expression profiles prove the performance of our method.