Probabilistic consistency analysis for gene selection

  title={Probabilistic consistency analysis for gene selection},
  author={Sach Mukherjee and Stephen J. Roberts},
  journal={Proceedings. 2004 IEEE Computational Systems Bioinformatics Conference, 2004. CSB 2004.},
A great deal of recent research has focused on the problem of selecting differentially expressed genes from microarray data ('gene selection'). Recent theoretical work has shown that the effectiveness of a gene selection algorithm can be captured as a probability called 'selection accuracy'. Unfortunately, in practice, there tends to be relatively little… CONTINUE READING