mlpack  2.2.5
SoftmaxRegressionFunction Member List

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

Evaluate(const arma::mat &parameters) constSoftmaxRegressionFunction
FeatureSize() constSoftmaxRegressionFunctioninline
FitIntercept() constSoftmaxRegressionFunctioninline
GetGroundTruthMatrix(const arma::Row< size_t > &labels, arma::sp_mat &groundTruth)SoftmaxRegressionFunction
GetInitialPoint() constSoftmaxRegressionFunctioninline
GetProbabilitiesMatrix(const arma::mat &parameters, arma::mat &probabilities) constSoftmaxRegressionFunction
Gradient(const arma::mat &parameters, arma::mat &gradient) constSoftmaxRegressionFunction
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() constSoftmaxRegressionFunctioninline
NumClasses() constSoftmaxRegressionFunctioninline
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