A signal theory approach to support vector classification: the sinc kernel
Fourier-based regularisation is considered for the support vector machine classification problem over absolutely integrable loss functions. By invoking the modest assumption that the decision function belongs to a Paley-Wiener space, it is shown that the classification problem can be developed in th...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
2009-01.
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| Subjects: | |
| Online Access: | Get fulltext |