Improved Boosting Algorithms Using Confidence-rated Predictions (1999)

by Robert E. Schapire , Yoram Singer
Venue:MACHINE LEARNING
Citations:695 - 26 self

Active Bibliography

564 A Short Introduction to Boosting – Yoav Freund, Robert E. Schapire - 1999
50 Theoretical Views of Boosting and Applications – Robert E. Schapire - 1999
515 An Efficient Boosting Algorithm for Combining Preferences – Raj Dharmarajan Iyer , Jr. - 1999
485 BoosTexter: A Boosting-based System for Text Categorization – Robert E. Schapire , Yoram Singer - 2000
12 BoosTexter: A System for Multiclass Multi-label Text Categorization – Robert E. Schapire, Yoram Singer - 1998
721 Boosting the margin: A new explanation for the effectiveness of voting methods – Robert E. Schapire, Peter Bartlett, Yoav Freund, Wee Sun Lee - 1997
115 Boosting Algorithms as Gradient Descent – Llew Mason, Jonathan Baxter, Peter Bartlett, Marcus Frean - 2000
48 Boosting Algorithms as Gradient Descent in Function Space – Llew Mason, Jonathan Baxter, Peter Bartlett, Marcus Frean - 1999
39 Online ensemble learning – Nikunj Chandrakant Oza - 2001
97 Boosting in the limit: Maximizing the margin of learned ensembles – Adam J. Grove, Dale Schuurmans - 1998
110 An introduction to boosting and leveraging – Ron Meir, Gunnar Rätsch - 2003
69 Extracting Comprehensible Models from Trained Neural Networks – W. Craven - 1996
13 Improving Algorithms for Boosting – Javed A. Aslam - 2000
114 Machine-Learning Research -- Four Current Directions – Thomas G. Dietterich
539 An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants – Eric Bauer, Ron Kohavi - 1999
419 Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers – Erin L. Allwein, Robert E. Schapire, Yoram Singer, Pack Kaelbling - 2000
15 Stochastic attribute selection committees – Zijian Zheng, Geoffrey I. Webb - 1998
1 Integrating Boosting and Stochastic Attribute Selection Committees for Further Improving the Performance of Decision Tree Learning – Zijian Zheng, Geoffrey I. Webb, Kai Ming Ting - 1998
15 Boosting Methods for Regression – Nigel Duffy, David Helmbold - 200