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BOOSTING ONE-CLASS SUPPORT VECTOR MACHINES FOR MULTI-CLASS CLASSIFICATION
We develop a multi-class classification algorithm by incorporating one-class SVMs with a well-designed discriminant function. Expand
Applying Discriminant Functions with One-Class SVMS for Multi-Class Classification
- Zhi-Ying Lee, Chi-Yuan Yeh, S. Lee
- International Conference on Machine Learning and…
- 29 October 2007
We present in this paper a hybrid method that integrates several one-class SVMs with discriminant functions to solve the multi-class classification problem. Expand