2193 search results - page 100 / 439 » Properties of Support Vector Machines |
JMLR
2010
15 years 1 months ago
2010
190
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JMLR
2008
15 years 6 months ago
2008
This paper develops bounds on out-of-sample error rates for support vector machines (SVMs). The bounds are based on the numbers of support vectors in the SVMs rather than on VC di...
142
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COLT
2008
Springer
15 years 8 months ago
2008
Springer
We consider the question of why modern machine learning methods like support vector machines outperform earlier nonparametric techniques like kNN. Our approach investigates the lo...
199
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INCDM
2010
Springer
15 years 9 months ago
2010
Springer
Abstract. Spam is serious problem that affects email users (e.g. phishing attacks, viruses and time spent reading unwanted messages). We propose a novel spam email filtering appr...