mlpack  2.2.5
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Pages
SoftmaxRegressionFunction Member List

This is the complete list of members for SoftmaxRegressionFunction, including all inherited members.

Evaluate(const arma::mat &parameters) const SoftmaxRegressionFunction
FeatureSize() const SoftmaxRegressionFunctioninline
FitIntercept() const SoftmaxRegressionFunctioninline
GetGroundTruthMatrix(const arma::Row< size_t > &labels, arma::sp_mat &groundTruth)SoftmaxRegressionFunction
GetInitialPoint() const SoftmaxRegressionFunctioninline
GetProbabilitiesMatrix(const arma::mat &parameters, arma::mat &probabilities) const SoftmaxRegressionFunction
Gradient(const arma::mat &parameters, arma::mat &gradient) const SoftmaxRegressionFunction
InitializeWeights()SoftmaxRegressionFunction
InitializeWeights(const size_t featureSize, const size_t numClasses, const bool fitIntercept=false)SoftmaxRegressionFunctionstatic
InitializeWeights(arma::mat &weights, const size_t featureSize, const size_t numClasses, const bool fitIntercept=false)SoftmaxRegressionFunctionstatic
Lambda()SoftmaxRegressionFunctioninline
Lambda() const SoftmaxRegressionFunctioninline
NumClasses() const SoftmaxRegressionFunctioninline
SoftmaxRegressionFunction(const arma::mat &data, const arma::Row< size_t > &labels, const size_t numClasses, const double lambda=0.0001, const bool fitIntercept=false)SoftmaxRegressionFunction