210 search results - page 4 / 42 » Support vector regression for classifier prediction |
JMLR
2008
13 years 6 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...
JCP
2008
13 years 6 months ago
2008
Computational Intelligence techniques have been proposed as an efficient tool for modeling and forecasting in recent years and in various applications. Water is a basic need and as...
AISS
2010
13 years 3 months ago
2010
Recently, due to problems arising from lattice mismatch in thin film growth in semiconductor manufacturing industry, researchers have shown great interest in modeling the physioch...
ICPR
2008
IEEE
14 years 20 days ago
2008
IEEE
In the solution path algorithm of support vector regression, the penalty for violation of the required error is considered equally for every training sample, which means every tra...
ICML
2010
IEEE
13 years 7 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...