Chapter 2. Comparing and Visualizing Gene Selection and Classification Methods for Microarray Data

  1. Yan-Qing Zhang2 and
  2. Jagath C. Rajapakse3
  1. Rajiv S. Menjoge and
  2. Roy E. Welsch

Published Online: 21 APR 2008

DOI: 10.1002/9780470397428.ch2

Machine Learning in Bioinformatics

Machine Learning in Bioinformatics

How to Cite

Menjoge, R. S. and Welsch, R. E. (2008) Comparing and Visualizing Gene Selection and Classification Methods for Microarray Data, in Machine Learning in Bioinformatics (eds Y.-Q. Zhang and J. C. Rajapakse), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470397428.ch2

Editor Information

  1. 2

    Georgia State University, Atlanta, Georgia

  2. 3

    School of Computer Engineering, and The Bioinformatics Research Center, Nanyang Technological University, Nanyang, Singapore

Author Information

  1. Massachusetts Institute of Technology, Cambridge, Massachusetts, USA

Publication History

  1. Published Online: 21 APR 2008
  2. Published Print: 12 NOV 2008

Book Series:

  1. Bioinformatics: Computational Techniques and Engineering

Book Series Editors:

  1. Professor Yi Pan and
  2. Professor Albert Y. Zomaya

ISBN Information

Print ISBN: 9780470116623

Online ISBN: 9780470397428

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Keywords:

  • comparing and visualizing gene selection and classification methods;
  • visualization;
  • Nearest neighbors + variable selection - intuitive among methods and performs well

Summary

This chapter contains sections titled:

  • Introduction

  • Methods

  • Results

  • Visualization

  • Software

  • Summary

  • Further Reading

  • References