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AAAI
2006

122views Intelligent Agents» more AAAI 2006»

A Fast Decision Tree Learning Algorithm

13 years 10 months ago

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There is growing interest in scaling up the widely-used decision-tree learning algorithms to very large data sets. Although numerous diverse techniques have been proposed, a fast ...

Jiang Su, Harry Zhang

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AAAI
2006

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Decision Tree Methods for Finding Reusable MDP Homomorphisms

13 years 10 months ago

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straction is a useful tool for agents interacting with environments. Good state abstractions are compact, reuseable, and easy to learn from sample data. This paper and extends two...

Alicia P. Wolfe, Andrew G. Barto

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FLAIRS
2001

116views Artificial Intelligence» more FLAIRS 2001»

Decision Tree Rule Reduction Using Linear Classifiers in Multilayer Perceptron

13 years 10 months ago

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It hasbeenshownthat a neuralnetworkis better thana direct applicationof inductiontrees in modelingcomplex relations of inputattributes in sampledata. We proposethat conciserules b...

DaeEun Kim, Sea Woo Kim

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FLAIRS
2003

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Gene Expression Classification: Decision Trees vs. SVMs

13 years 10 months ago