10. Class Prediction

  1. Dhammika Amaratunga1 and
  2. Javier Cabrera2

Published Online: 27 MAY 2008

DOI: 10.1002/9780470317129.ch10

Exploration and Analysis of DNA Microarray and Protein Array Data

Exploration and Analysis of DNA Microarray and Protein Array Data

How to Cite

Amaratunga, D. and Cabrera, J. (2003) Class Prediction, in Exploration and Analysis of DNA Microarray and Protein Array Data, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470317129.ch10

Author Information

  1. 1

    Johnson & Johnson Pharmaceutical R&D, Raritan, NJ

  2. 2

    Rutgers University, Piscataway, NJ

Publication History

  1. Published Online: 27 MAY 2008
  2. Published Print: 7 OCT 2003

ISBN Information

Print ISBN: 9780471273981

Online ISBN: 9780470317129

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Keywords:

  • class prediction;
  • microarray experiments;
  • gene expression data;
  • microarray data;
  • CDNA microarrays

Summary

The prelims comprise:

  • Initial Considerations

  • Linear Discriminant Analysis

  • Extensions of Fisher's LDA

  • Nearest Neighbors

  • Recursive Partitioning

  • Neural Networks

  • Support Vector Machines

  • Integration of Genomic Information