Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers (2000)

by Erin L. Allwein , Robert E. Schapire , Yoram Singer , Pack Kaelbling
Venue:Journal of Machine Learning Research
Citations:422 - 20 self

Active Bibliography

109 An introduction to boosting and leveraging – Ron Meir, Gunnar R├Ątsch - 2003
575 A Short Introduction to Boosting – Yoav Freund, Robert E. Schapire - 1999
700 Improved Boosting Algorithms Using Confidence-rated Predictions – Robert E. Schapire , Yoram Singer - 1999
523 An Efficient Boosting Algorithm for Combining Preferences – Raj Dharmarajan Iyer , Jr. - 1999
723 Boosting the margin: A new explanation for the effectiveness of voting methods – Robert E. Schapire, Peter Bartlett, Yoav Freund, Wee Sun Lee - 1997
163 On the Learnability and Design of Output Codes for Multiclass Problems – Koby Crammer, Yoram Singer - 2000
569 Greedy Function Approximation: A Gradient Boosting Machine – Jerome H. Friedman - 2000
3364 Induction of Decision Trees – J. R. Quinlan - 1986
1036 Wrappers for feature subset selection – Ron Kohavi , George H. John - 1997