Machine Learning Proceedings 1995

Machine Learning Proceedings 1995

Proceedings of the Twelfth International Conference on Machine Learning, Tahoe City, California, July 9–12, 1995
1995, Pages 421-429
Machine Learning Proceedings 1995

Inferring Reduced Ordered Decision Graphs of Minimum Description Length

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Abstract

We propose an heuristic algorithm that induces decision graphs from training sets using Rissanen's minimum description length principle to control the tradeoff between accuracy in the training set and complexity of the hypothesis description.

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