Dataset() const | mlpack::svm::LinearSVMFunction< MatType > | inline |
Dataset() | mlpack::svm::LinearSVMFunction< MatType > | inline |
Evaluate(const arma::mat ¶meters) | mlpack::svm::LinearSVMFunction< MatType > | |
Evaluate(const arma::mat ¶meters, const size_t firstId, const size_t batchSize=1) | mlpack::svm::LinearSVMFunction< MatType > | |
EvaluateWithGradient(const arma::mat ¶meters, GradType &gradient) const | mlpack::svm::LinearSVMFunction< MatType > | |
EvaluateWithGradient(const arma::mat ¶meters, const size_t firstId, GradType &gradient, const size_t batchSize=1) const | mlpack::svm::LinearSVMFunction< MatType > | |
FitIntercept() const | mlpack::svm::LinearSVMFunction< MatType > | inline |
GetGroundTruthMatrix(const arma::Row< size_t > &labels, arma::sp_mat &groundTruth) | mlpack::svm::LinearSVMFunction< MatType > | |
Gradient(const arma::mat ¶meters, GradType &gradient) | mlpack::svm::LinearSVMFunction< MatType > | |
Gradient(const arma::mat ¶meters, 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() const | mlpack::svm::LinearSVMFunction< MatType > | inline |
InitialPoint() | mlpack::svm::LinearSVMFunction< MatType > | inline |
Lambda() | mlpack::svm::LinearSVMFunction< MatType > | inline |
Lambda() const | mlpack::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() const | mlpack::svm::LinearSVMFunction< MatType > | |
Shuffle() | mlpack::svm::LinearSVMFunction< MatType > | |