9. Evaluating What Has Been Learned

  1. Lutz Hamel

Published Online: 26 OCT 2009

DOI: 10.1002/9780470503065.ch9

Knowledge Discovery with Support Vector Machines

Knowledge Discovery with Support Vector Machines

How to Cite

Hamel, L. (2009) Evaluating What Has Been Learned, in Knowledge Discovery with Support Vector Machines, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470503065.ch9

Author Information

  1. University of Rhode Island, USA

Publication History

  1. Published Online: 26 OCT 2009
  2. Published Print: 20 JUL 2009

Book Series:

  1. Wiley Series on Methods and Applications in Data Mining

Book Series Editors:

  1. Daniel T. Larose

ISBN Information

Print ISBN: 9780470371923

Online ISBN: 9780470503065

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Keywords:

  • simple performance metrics for classification models - evaluating what has been learned;
  • model evaluation;
  • error confidence intervals

Summary

This chapter contains sections titled:

  • Performance Metrics

  • Model Evaluation

  • Error Confidence Intervals

  • Model Evaluation in Practice

  • Exercises

  • Bibliographic Notes