Multicategory proximal support vector machine classifiers.
Given a dataset, each element of which labeled by one of k labels, we construct by a very fast algorithm, a k-category proximal support vector machine (PSVM) classifier. Proximal support vector machines and related approaches (Fung & Mangasarian, 2001; Suykens & Vandewalle, 1999) can be inte...
| Published in: | Machine learning. 59, 1-2 (2005). |
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| Main Author: | |
| Format: | Article |
| Language: | English |
| Subjects: |