proximal support vector

HIS
2001

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Use of Multi-category Proximal SVM for Data Set Reduction

13 years 6 months ago

In this paper we describe a method for data set reduction by effective use of Multi-category Proximal Support Vector Machine (MPSVM). By using the Linear MPSVM Formulation in an it...

S. V. N. Vishwanathan, M. Narasimha Murty

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KDD
2001
ACM

145views Data Mining» more KDD 2001»

Proximal support vector machine classifiers

14 years 5 months ago

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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 s...

Glenn Fung, Olvi L. Mangasarian

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