Large Datasets Lead to Overly Complex Models: An Explanation and a Solution (1998)

by Tim Oates , David Jensen
Citations:48 - 4 self

Active Bibliography

82 Multiple Comparisons in Induction Algorithms – David Jensen, Paul R. Cohen - 1998
764 Hierarchical mixtures of experts and the EM algorithm – Michael I. Jordan - 1994
817 Transformation-Based Error-Driven Learning and Natural Language Processing: A Case Study in Part-of-Speech Tagging – Eric Brill - 1995
879 Learning logical definitions from relations – J. R. Quinlan - 1990
582 An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants – Eric Bauer, Ron Kohavi - 1999
86 The role of Occam’s Razor in knowledge discovery – Pedro Domingos - 1999
1774 Experiments with a New Boosting Algorithm – Yoav Freund, Robert E. Schapire - 1996
536 BoosTexter: A Boosting-based System for Text Categorization – Robert E. Schapire , Yoram Singer - 2000
624 A Short Introduction to Boosting – Yoav Freund, Robert E. Schapire - 1999