On the Learnability and Design of Output Codes for Multiclass Problems (2000)

Cached

Download Links

by Koby Crammer , Yoram Singer
Venue:In Proceedings of the Thirteenth Annual Conference on Computational Learning Theory
Citations:163 - 5 self

Documents Related by Co-Citation

8980 The Nature of Statistical Learning Theory – Vladimir N. Vapnik - 1995
419 Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers – Erin L. Allwein, Robert E. Schapire, Yoram Singer, Pack Kaelbling - 2000
569 Solving multiclass learning problems via error-correcting output codes – Thomas G. Dietterich, Ghulum Bakiri - 1995
1291 A training algorithm for optimal margin classifiers – Bernhard E. Boser, et al. - 1992
2171 Support-Vector Networks – Corinna Cortes, Vladimir Vapnik - 1995
275 Classification by pairwise coupling – Trevor Hastie, Robert Tibshirani - 1998
2868 P.: UCI Repository of Machine Learning Databases – C J Merz, Merphy - 1996
567 A Comparison of Methods for Multiclass Support Vector Machines – Chih-Wei Hsu, Chih-Jen Lin - 2002
2308 A Decision-Theoretic Generalization of on-Line Learning and an Application to Boosting – Yoav Freund, Robert E. Schapire - 1996
1441 Making large-Scale SVM Learning Practical – T Joachims - 1999
217 Leave-One-Out Support Vector Machines – Jason Weston - 1999
943 An Introduction to Support Vector Machines – N Cristianini, J Shawe-Taylor - 2000
3909 Classification and Regression Trees – L Breiman, J H Friedman, R A Olshen, C J Stone - 1984
365 On the algorithmic implementation of multi-class kernel-based vector machines – Koby Crammer, Yoram Singer, Nello Cristianini, John Shawe-taylor, Bob Williamson
721 Boosting the margin: A new explanation for the effectiveness of voting methods – Robert E. Schapire, Peter Bartlett, Yoav Freund, Wee Sun Lee - 1997
249 Ultraconservative Online Algorithms for Multiclass Problems – Koby Crammer, Yoram Singer - 2001
146 Support Vector Machines for Multi-Class Pattern Recognition – J. Weston, C. Watkins - 1999
2284 A tutorial on support vector machines for pattern recognition – Christopher J. C. Burges - 1998
1011 Fast training of support vector machines using sequential minimal optimization – J Platt - 1998