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mlpack::regression::SoftmaxRegressionFunction Member List

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

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