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ECML
2005
Springer

103views Machine Learning» more ECML 2005»

A Comparison of Approaches for Learning Probability Trees

14 years 1 months ago

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Probability trees (or Probability Estimation Trees, PET’s) are decision trees with probability distributions in the leaves. Several alternative approaches for learning probabilit...

Daan Fierens, Jan Ramon, Hendrik Blockeel, Maurice...

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COLT
1999
Springer

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Exact Learning of Unordered Tree Patterns from Queries

13 years 12 months ago

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Thomas R. Amoth, Paul Cull, Prasad Tadepalli

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ML
2002
ACM

133views Machine Learning» more ML 2002»

Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates

13 years 7 months ago

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For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...

Tom Bylander

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ICML
2000
IEEE

106views Machine Learning» more ICML 2000»

Multi-agent Q-learning and Regression Trees for Automated Pricing Decisions

14 years 8 months ago

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Manu Sridharan, Gerald Tesauro

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