1584 search results - page 20 / 317 » Data selection for support vector machine classifiers |
102
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DMIN
2009
14 years 9 months ago
2009
Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
TNN
2008
14 years 11 months ago
2008
In this paper, we argue that for a C-class classification problem, C 2-class classifiers, each of which discriminating one class from the other classes and having a characteristic ...
106
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JMLR
2008
14 years 11 months ago
2008
Linear support vector machines (SVM) are useful for classifying large-scale sparse data. Problems with sparse features are common in applications such as document classification a...
103
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JMLR
2010
14 years 6 months ago
2010
This paper develops algorithms to train support vector machines when training data are distributed across different nodes, and their communication to a centralized processing unit...
103
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CSDA
2010
14 years 9 months ago
2010
A modified active subset selection method based on quadratic R