A Tutorial on Support Vector Machines for Pattern Recognition

A  Tutorial  on  Support  Vector  Machines  for  Pattern  Recognition

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Data Mining and Knowledge Discovery 2 121167 1998 ccid176 1998 Kluwer Academic Publishers Boston Manufactured in The Netherlands A Tutorial on Support Vector Machines for Pattern Recognition CHRISTOPHER JC BURGES Bell Laboratories Lucent Technologies Editor Usama Fayyad burgeslucentcom Abstract The tutorial starts with an overview of the concepts of VC dimension and structural risk minimization We then describe linear Support Vector Machines SVMs for separable and nonseparable data working throu......