mlpack
mlpack::regression::LogisticRegression< MatType > Member List

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

Classify(const VecType &point, const double decisionBoundary=0.5) constmlpack::regression::LogisticRegression< MatType >
Classify(const MatType &dataset, arma::Row< size_t > &labels, const double decisionBoundary=0.5) constmlpack::regression::LogisticRegression< MatType >
Classify(const MatType &dataset, arma::mat &probabilities) constmlpack::regression::LogisticRegression< MatType >
ComputeAccuracy(const MatType &predictors, const arma::Row< size_t > &responses, const double decisionBoundary=0.5) constmlpack::regression::LogisticRegression< MatType >
ComputeError(const MatType &predictors, const arma::Row< size_t > &responses) constmlpack::regression::LogisticRegression< MatType >
Lambda() constmlpack::regression::LogisticRegression< MatType >inline
Lambda()mlpack::regression::LogisticRegression< MatType >inline
LogisticRegression(const MatType &predictors, const arma::Row< size_t > &responses, const double lambda=0)mlpack::regression::LogisticRegression< MatType >
LogisticRegression(const MatType &predictors, const arma::Row< size_t > &responses, const arma::rowvec &initialPoint, const double lambda=0)mlpack::regression::LogisticRegression< MatType >
LogisticRegression(const size_t dimensionality=0, const double lambda=0)mlpack::regression::LogisticRegression< MatType >
LogisticRegression(const MatType &predictors, const arma::Row< size_t > &responses, OptimizerType &optimizer, const double lambda)mlpack::regression::LogisticRegression< MatType >
Parameters() constmlpack::regression::LogisticRegression< MatType >inline
Parameters()mlpack::regression::LogisticRegression< MatType >inline
serialize(Archive &ar, const uint32_t)mlpack::regression::LogisticRegression< MatType >
Train(const MatType &predictors, const arma::Row< size_t > &responses, CallbackTypes &&... callbacks)mlpack::regression::LogisticRegression< MatType >
Train(const MatType &predictors, const arma::Row< size_t > &responses, OptimizerType &optimizer, CallbackTypes &&... callbacks)mlpack::regression::LogisticRegression< MatType >