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Reduced Convex Hulls: A Geometric Approach to Support Vector Machines [Lecture Notes]

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2 Author(s)

This lecture note presents a geometric interpretation of the support vector machines (SVMs), and it introduces the reduced convex hulls (RCHs). The geometric interpretation is an alternative point of view with a clear physical meaning and paves the way for developing efficient SVM algorithms

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Signal Processing Magazine, IEEE  (Volume:24 ,  Issue: 3 )