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AAAI
2006
15 years 7 months ago
Decision Tree Methods for Finding Reusable MDP Homomorphisms
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
FLAIRS
2001
15 years 7 months ago
Decision Tree Rule Reduction Using Linear Classifiers in Multilayer Perceptron
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
FLAIRS
2003
15 years 7 months ago
Gene Expression Classification: Decision Trees vs. SVMs
Xiaojing Yuan, Xiaohui Yuan, Fan Yang, Jing Peng, ...