mlpack
mlpack::svm::LinearSVMFunction< MatType > Member List

This is the complete list of members for mlpack::svm::LinearSVMFunction< MatType >, including all inherited members.

Dataset() constmlpack::svm::LinearSVMFunction< MatType >inline
Dataset()mlpack::svm::LinearSVMFunction< MatType >inline
Evaluate(const arma::mat &parameters)mlpack::svm::LinearSVMFunction< MatType >
Evaluate(const arma::mat &parameters, const size_t firstId, const size_t batchSize=1)mlpack::svm::LinearSVMFunction< MatType >
EvaluateWithGradient(const arma::mat &parameters, GradType &gradient) constmlpack::svm::LinearSVMFunction< MatType >
EvaluateWithGradient(const arma::mat &parameters, const size_t firstId, GradType &gradient, const size_t batchSize=1) constmlpack::svm::LinearSVMFunction< MatType >
FitIntercept() constmlpack::svm::LinearSVMFunction< MatType >inline
GetGroundTruthMatrix(const arma::Row< size_t > &labels, arma::sp_mat &groundTruth)mlpack::svm::LinearSVMFunction< MatType >
Gradient(const arma::mat &parameters, GradType &gradient)mlpack::svm::LinearSVMFunction< MatType >
Gradient(const arma::mat &parameters, const size_t firstId, GradType &gradient, const size_t batchSize=1)mlpack::svm::LinearSVMFunction< MatType >
InitializeWeights(arma::mat &weights, const size_t featureSize, const size_t numClasses, const bool fitIntercept=false)mlpack::svm::LinearSVMFunction< MatType >static
InitialPoint() constmlpack::svm::LinearSVMFunction< MatType >inline
InitialPoint()mlpack::svm::LinearSVMFunction< MatType >inline
Lambda()mlpack::svm::LinearSVMFunction< MatType >inline
Lambda() constmlpack::svm::LinearSVMFunction< MatType >inline
LinearSVMFunction(const MatType &dataset, const arma::Row< size_t > &labels, const size_t numClasses, const double lambda=0.0001, const double delta=1.0, const bool fitIntercept=false)mlpack::svm::LinearSVMFunction< MatType >
NumFunctions() constmlpack::svm::LinearSVMFunction< MatType >
Shuffle()mlpack::svm::LinearSVMFunction< MatType >