2193 search results - page 103 / 439 » Properties of Support Vector Machines |
144
click to vote
GECCO
2007
Springer
15 years 10 months ago
2007
Springer
In this paper we introduce XCSF with support vector prediction: the problem of learning the prediction function is solved as a support vector regression problem and each classifie...
181
click to vote
CDC
2009
IEEE
15 years 11 months ago
2009
IEEE
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
147
click to vote
ESANN
2001
15 years 7 months ago
2001
Support Vector Machines are gaining more and more acceptance thanks to their success in many real
175
click to vote
ICML
2010
IEEE
15 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...
160
click to vote
BMCBI
2010
15 years 6 months ago
2010
Background: We analysed 48 non-redundant antibiotic target proteins from all bacteria, 22 antibiotic target proteins from E. coli only and 4243 non-drug targets from E. coli to id...