linear_svm_function.hpp File Reference
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Classes

class  LinearSVMFunction< MatType >
 The hinge loss function for the linear SVM objective function. More...

 

Namespaces

 mlpack
 
Linear algebra utility functions, generally performed on matrices or vectors.
 
 mlpack::svm
 

Detailed Description

Author
Shikhar Bhardwaj
Ayush Chamoli

Implementation of the hinge loss function for training a linear SVM with the parallel SGD algorithm.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file linear_svm_function.hpp.