Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking

Sivan Sabato, Shai Shalev-Shwartz. Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking. In Nader H. Bshouty, Claudio Gentile, editors, Learning Theory, 20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007, Proceedings. Volume 4539 of Lecture Notes in Computer Science, pages 559-573, Springer, 2007. [doi]

Abstract

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