Trading Off Simplicity and Coverage in Incremental Concept Learning

Author:

IBA WAYNE,WOGULIS JAMES,LANGLEY PAT

Publisher

Elsevier

Reference10 articles.

1. Fisher, D., & Schlimmer, J. (1988). Concept simplification and prediction accuracy. In Proceedings of the Fifth International Conference on Machine Learning. Ann Arbor, MI: Morgan Kaufmann.

2. Iba, G. A. (1979). Learning disjunctive concepts from examples. Master's thesis, Department of Mathematics, Massachusetts Institute of Technology, Cambridge, MA.

3. A general theory of discrimination learning;Langley,1987

4. Langley, P., Gennari, J. H., & Iba, W. (1987). Hill-climbing theories of learning. In Proceedings of the Fourth International Workshop on Machine Learning (pp. 312–323). Irvine, CA: Morgan Kaufmann.

5. Michalski, R. S. (1987). How to learn imprecise concepts: A method for employing a two-tiered knowledge representation in learning. In Proceedings of the Fourth International Workshop on Machine Learning (pp. 50–58). Irvine, CA: Morgan Kaufmann.

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