657 search results - page 17 / 132 » Scaling-Up Support Vector Machines Using Boosting Algorithm |
ICML
2008
IEEE
16 years 15 days ago
2008
IEEE
We propose a new stopping condition for a Support Vector Machine (SVM) solver which precisely reflects the objective of the Leave-OneOut error computation. The stopping condition ...
IJON
2008
14 years 11 months ago
2008
We describe here a method for building a support vector machine (SVM) with integer parameters. Our method is based on a branchand-bound procedure, derived from modern mixed intege...
227
click to vote
ISBRA
2011
Springer
14 years 3 months ago
2011
Springer
Abstract. Protein homology prediction is a crucial step in templatebased protein structure prediction. The functions that rank the proteins in a database according to their homolog...
116
click to vote
ICDM
2007
IEEE
15 years 1 months ago
2007
IEEE
An easily implementable mixed-integer algorithm is proposed that generates a nonlinear kernel support vector machine (SVM) classifier with reduced input space features. A single ...
100
Voted
ICML
2006
IEEE
16 years 15 days ago
2006
IEEE
In machine learning problems with tens of thousands of features and only dozens or hundreds of independent training examples, dimensionality reduction is essential for good learni...