2166 search results - page 123 / 434 » Support Vector Regression Machines |
118
Voted
ESANN
2006
15 years 4 months ago
2006
We propose an efficient forward regression algorithm based on greedy optimization of marginal likelihood. It can be understood as a forward selection procedure which adds a new bas...
157
click to vote
CSMR
2009
IEEE
15 years 8 months ago
2009
IEEE
There is an increasing interest in more accurate prediction of software maintainability in order to better manage and control software maintenance. Recently, TreeNet has been prop...
115
Voted
CN
2010
15 years 3 months ago
2010
The focus of this work is on the estimation of quality of service (QoS) parameters seen by an application. Our proposal is based on end-to-end active measurements and statistical ...
155
Voted
IJCNN
2007
IEEE
15 years 9 months ago
2007
IEEE
Abstract— The generalised linear model (GLM) is the standard approach in classical statistics for regression tasks where it is appropriate to measure the data misfit using a lik...
124
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...