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Support Vector Machines

Support Vector Machines. Pattern Recognition Sergios Theodoridis Konstantinos Koutroumbas Second Edition A Tutorial on Support Vector Machines for Pattern Recognition Data Mining and Knowledge Discovery, 1998 C. J. C. Burges. Separable Case. Maximum Margin Formulation. Separable Case.

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653 views • 45 slides

Classification / Regression Support Vector Machines

Classification / Regression Support Vector Machines. Support vector machines. Topics SVM classifiers for linearly separable classes SVM classifiers for non-linearly separable classes SVM classifiers for nonlinear decision boundaries kernel functions Other applications of SVMs Software.

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620 views • 30 slides

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Svmlight joachims - PowerPoint PPT Presentation

Support Vector Machines

Classification / Regression Support Vector Machines