Tight Combinatorial Generalization Bounds for Threshold Conjunction Rules

Author:

Vorontsov Konstantin,Ivahnenko Andrey

Publisher

Springer Berlin Heidelberg

Reference9 articles.

1. Boucheron, S., Bousquet, O., Lugosi, G.: Theory of classification: A survey of some recent advances. ESAIM: Probability and Statistics (9), 323–375 (2005)

2. Cohen, W.W.: Fast effective rule induction. In: Proc. of the 12th International Conference on Machine Learning, Tahoe City, CA, pp. 115–123. Morgan Kaufmann, San Francisco (1995)

3. Cohen, W.W., Singer, Y.: A simple, fast and effective rule learner. In: Proc. of the 16 National Conference on Artificial Intelligence, pp. 335–342 (1999)

4. Fürnkranz, J., Flach, P.A.: Roc ‘n’ rule learning-towards a better understanding of covering algorithms. Machine Learning 58(1), 39–77 (2005)

5. Martin, J.K.: An exact probability metric for decision tree splitting and stopping. Machine Learning 28(2-3), 257–291 (1997)

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