[PDF.17io] Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science)

Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science)

[PDF.xh44] Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science)

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 | #6117238 in Books |  2016-08-18 |  2016-08-25 | Original language:English | PDF # 1 |  9.25 x.26 x6.10l,.0 | File type: PDF | 95 pages

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This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned optimization problem is a convex optimization guaranteeing a globally optimal solution. The weight vector associated with SVM is obtained by a linear combination of some of ...

You can specify the type of files you want, for your gadget.Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks (SpringerBriefs in Computer Science)   |  M.N. Murty, Rashmi Raghava. I have read it a couple of times and even shared with my family members. Really good. Couldnt put it down.

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