Encyclopedia of Machine Learning

2010 Edition
| Editors: Claude Sammut, Geoffrey I. Webb

Constructive Induction

Reference work entry
DOI: https://doi.org/10.1007/978-0-387-30164-8_165

Constructive induction is any form of  induction that generates new descriptors not present in the input data (Dietterich & Michalski, 1983).

Recommended Reading

  1. Dietterich, T. G., & Michalski, R. S. (1983). A comparative review of selected methods for learning from examples. In Michalski, R. S., Carbonell, J. G., & Mitchell, T. M. (Eds.). Machine learning: An artificial intelligence approach, pp. 41–81. Tioga.Google Scholar

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© Springer Science+Business Media, LLC 2011