293 search results - page 7 / 59 » Solving multiclass support vector machines with LaRank |
129
click to vote
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...
113
Voted
CISIS
2010
IEEE
15 years 6 months ago
2010
IEEE
122
click to vote
INFORMATICALT
2011
14 years 8 months ago
2011
To set the values of the hyperparameters of a support vector machine (SVM), the method of choice is cross-validation. Several upper bounds on the leave-one-out error of the pattern...
107
click to vote
BMCBI
2007
15 years 1 months ago
2007
Background: Predicting a protein’s structural class from its amino acid sequence is a fundamental problem in computational biology. Much recent work has focused on developing ne...
131
click to vote
KAIS
2006
15 years 1 months ago
2006
Abstract. Many supervised machine learning tasks can be cast as multi-class classification problems. Support vector machines (SVMs) excel at binary classification problems, but the...