Gene classification using appropriate feature selection method and Fukunaga-Koontz Transform kernel

Abstract

In this paper, a new algorithm related with feature selection method mostly used in data mining, machine learning and pattern recognition areas is proposed. Classical Fukunaga-Koontz Transform is extended to a binary kernel classifier. We used cDNA microarrays to assess 11.000 gene expression profiles in 60 human cancer cell lines used in a drug discovery… (More)

Topics

  • Presentations referencing similar topics