Support vector machines and other kernel based learning methods pdf
[PDF] An Introduction to Support Vector Machines and Other Kernel-Bas…Hand, Publication of the International Statistical Institute. Toggle navigation. New to eBooks. How many copies would you like to buy? Add to Cart Add to Cart.
16. Learning: Support Vector Machines
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The book is most suitable for the beginning graduate student in computer science. This is the first comprehensive introduction to Support Vector Machines SVMs , a new generation learning system based on recent advances in statistical learning theory. SVMs deliver state-of-the-art performance in real-world applications such as text categorisation, hand-written character recognition, image classification, biosequences analysis, etc. Students will find the book both stimulating and accessible, while practitioners will be guided smoothly through the material required for a good grasp of the theory and its applications. Would you like to tell us about a lower price?
In machine learning , kernel methods are a class of algorithms for pattern analysis , whose best known member is the support vector machine SVM.
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