21 search results - page 1 / 5 » Multiclass support vector classification via coding and regr... |
71
Voted
IJON
2010
14 years 10 months ago
2010
120
Voted
PRL
2008
15 years 1 months ago
2008
We develop a new multiclass classification method that reduces the multiclass problem to a single binary classifier (SBC). Our method constructs the binary problem by embedding sm...
114
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
We propose a novel approach that reduces cost-sensitive classification to one-sided regression. The approach stores the cost information in the regression labels and encodes the m...
142
Voted
NIPS
2001
15 years 2 months ago
2001
The support vector machine (SVM) is known for its good performance in binary classification, but its extension to multi-class classification is still an on-going research issue. I...
95
Voted
IWANN
1999
Springer
15 years 5 months ago
1999
Springer
Abstract: Support vector machines (SVMs) are primarily designed for 2-class classification problems. Although in several papers it is mentioned that the combination of K SVMs can b...