420 search results - page 4 / 84 » Regularization Networks and Support Vector Machines |
IJCNN
2000
IEEE
15 years 2 months ago
2000
IEEE
IWANN
2001
Springer
15 years 2 months ago
2001
Springer
A novel approach to calculate the generalization error of the support vector machines and a new support vector machine–nonsymmatic support vector machine–is proposed here. Our ...
CANDC
2002
ACM
14 years 9 months ago
2002
ACM
We show that the support vector machine (SVM) classification algorithm, a recent development from the machine learning community, proves its potential for structure
FLAIRS
2003
14 years 11 months ago
2003
Support vector machines (SVMs) are regularly used for classification of unbalanced data by weighting more heavily the error contribution from the rare class. This heuristic techn...
JMLR
2008
14 years 9 months ago
2008
Support vector machine (SVM) is one of the most popular and promising classification algorithms. After a classification rule is constructed via the SVM, it is essential to evaluat...