Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks - SpringerBriefs in Computer Science - M.N. Murty - Grāmatas - Springer International Publishing AG - 9783319410623 - 2016. gada 25. augusts
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Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks - SpringerBriefs in Computer Science 1st ed. 2016 edition

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This work reviews the state of the art in SVM and perceptron classifiers. The weight vector associated with SVM is obtained by a linear combination of some of the boundary and noisy vectors. Even though SVMs have popularized the kernel trick, in most of the practical applications that are high-dimensional, linear SVMs are popularly used.


108 pages, 25 black & white illustrations, biography

Mediji Grāmatas     Paperback Book   (Grāmata ar mīksto vāku un līmēto muguru)
Izlaists 2016. gada 25. augusts
ISBN13 9783319410623
Izdevēji Springer International Publishing AG
Lapas 95
Izmēri 155 × 235 × 6 mm   ·   167 g
Valoda Franču  

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