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Learning performance of Gaussian kernel online SVMC based on Markov sampling
- Published 2015 in 2015 11th International Conference on Natural…
Abstract
In this paper we consider the learning ability of Gaussian kernels online support vector machine for classification (SVMC) with non-i.i.d. input samples, Markov training samples. We introduce a new Gaussian kernels online SVMC algorithm with Markov selective sampling, and give the experimental researches on the generalization ability of online SVMC method… (More)