Reference

mlpack_amf_ValidationRMSETermination(3)

NAME

mlpack::amf::ValidationRMSETermination< MatType > -

SYNOPSIS

Public Member Functions

ValidationRMSETermination (MatType &V, size_t num_test_points, double tolerance=1e-5, size_t maxIterations=10000, size_t reverseStepTolerance=3)
const double & Index ()
void Initialize (const MatType &)
bool IsConverged (arma::mat &W, arma::mat &H)
const size_t & Iteration ()
const size_t & MaxIterations ()

Private Attributes

double c_index
double c_indexOld
arma::mat H
bool isCopy
size_t iteration
size_t maxIterations
size_t num_test_points
size_t reverseStepCount
size_t reverseStepTolerance
double rmse
double rmseOld
arma::Mat< double > test_points
double tolerance
arma::mat W

Detailed Description

template<class MatType>class mlpack::amf::ValidationRMSETermination< MatType >

Definition at line 32 of file validation_RMSE_termination.hpp.

Constructor & Destructor Documentation

template<class MatType > mlpack::amf::ValidationRMSETermination< MatType >::ValidationRMSETermination (MatType &V, size_tnum_test_points, doubletolerance = 1e-5, size_tmaxIterations = 10000, size_treverseStepTolerance = 3) [inline]

Definition at line 35 of file validation_RMSE_termination.hpp.

References mlpack::amf::ValidationRMSETermination< MatType >::num_test_points, and mlpack::amf::ValidationRMSETermination< MatType >::test_points.

Member Function Documentation

template<class MatType > const double& mlpack::amf::ValidationRMSETermination< MatType >::Index () [inline]

Definition at line 142 of file validation_RMSE_termination.hpp.

References mlpack::amf::ValidationRMSETermination< MatType >::rmse.

template<class MatType > void mlpack::amf::ValidationRMSETermination< MatType >::Initialize (const MatType &) [inline]

Definition at line 68 of file validation_RMSE_termination.hpp.

References mlpack::amf::ValidationRMSETermination< MatType >::c_index, mlpack::amf::ValidationRMSETermination< MatType >::c_indexOld, mlpack::amf::ValidationRMSETermination< MatType >::isCopy, mlpack::amf::ValidationRMSETermination< MatType >::iteration, mlpack::amf::ValidationRMSETermination< MatType >::reverseStepCount, mlpack::amf::ValidationRMSETermination< MatType >::rmse, and mlpack::amf::ValidationRMSETermination< MatType >::rmseOld.

template<class MatType > bool mlpack::amf::ValidationRMSETermination< MatType >::IsConverged (arma::mat &W, arma::mat &H) [inline]

Definition at line 82 of file validation_RMSE_termination.hpp.

References mlpack::amf::ValidationRMSETermination< MatType >::c_index, mlpack::amf::ValidationRMSETermination< MatType >::c_indexOld, mlpack::amf::ValidationRMSETermination< MatType >::H, mlpack::amf::ValidationRMSETermination< MatType >::isCopy, mlpack::amf::ValidationRMSETermination< MatType >::iteration, mlpack::amf::ValidationRMSETermination< MatType >::maxIterations, mlpack::amf::ValidationRMSETermination< MatType >::num_test_points, mlpack::amf::ValidationRMSETermination< MatType >::reverseStepCount, mlpack::amf::ValidationRMSETermination< MatType >::reverseStepTolerance, mlpack::amf::ValidationRMSETermination< MatType >::rmse, mlpack::amf::ValidationRMSETermination< MatType >::rmseOld, mlpack::amf::ValidationRMSETermination< MatType >::test_points, and mlpack::amf::ValidationRMSETermination< MatType >::W.

template<class MatType > const size_t& mlpack::amf::ValidationRMSETermination< MatType >::Iteration () [inline]

Definition at line 144 of file validation_RMSE_termination.hpp.

References mlpack::amf::ValidationRMSETermination< MatType >::iteration.

template<class MatType > const size_t& mlpack::amf::ValidationRMSETermination< MatType >::MaxIterations () [inline]

Definition at line 146 of file validation_RMSE_termination.hpp.

References mlpack::amf::ValidationRMSETermination< MatType >::maxIterations.

Member Data Documentation

template<class MatType > double mlpack::amf::ValidationRMSETermination< MatType >::c_index [private]

Definition at line 166 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::Initialize(), and mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

template<class MatType > double mlpack::amf::ValidationRMSETermination< MatType >::c_indexOld [private]

Definition at line 165 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::Initialize(), and mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

template<class MatType > arma::mat mlpack::amf::ValidationRMSETermination< MatType >::H [private]

Definition at line 164 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

template<class MatType > bool mlpack::amf::ValidationRMSETermination< MatType >::isCopy [private]

Definition at line 162 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::Initialize(), and mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

template<class MatType > size_t mlpack::amf::ValidationRMSETermination< MatType >::iteration [private]

Definition at line 152 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::Initialize(), mlpack::amf::ValidationRMSETermination< MatType >::IsConverged(), and mlpack::amf::ValidationRMSETermination< MatType >::Iteration().

template<class MatType > size_t mlpack::amf::ValidationRMSETermination< MatType >::maxIterations [private]

Definition at line 150 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::IsConverged(), and mlpack::amf::ValidationRMSETermination< MatType >::MaxIterations().

template<class MatType > size_t mlpack::amf::ValidationRMSETermination< MatType >::num_test_points [private]

Definition at line 151 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::IsConverged(), and mlpack::amf::ValidationRMSETermination< MatType >::ValidationRMSETermination().

template<class MatType > size_t mlpack::amf::ValidationRMSETermination< MatType >::reverseStepCount [private]

Definition at line 160 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::Initialize(), and mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

template<class MatType > size_t mlpack::amf::ValidationRMSETermination< MatType >::reverseStepTolerance [private]

Definition at line 159 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

template<class MatType > double mlpack::amf::ValidationRMSETermination< MatType >::rmse [private]

Definition at line 157 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::Index(), mlpack::amf::ValidationRMSETermination< MatType >::Initialize(), and mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

template<class MatType > double mlpack::amf::ValidationRMSETermination< MatType >::rmseOld [private]

Definition at line 156 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::Initialize(), and mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

template<class MatType > arma::Mat<double> mlpack::amf::ValidationRMSETermination< MatType >::test_points [private]

Definition at line 154 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::IsConverged(), and mlpack::amf::ValidationRMSETermination< MatType >::ValidationRMSETermination().

template<class MatType > double mlpack::amf::ValidationRMSETermination< MatType >::tolerance [private]

Definition at line 149 of file validation_RMSE_termination.hpp.

template<class MatType > arma::mat mlpack::amf::ValidationRMSETermination< MatType >::W [private]

Definition at line 163 of file validation_RMSE_termination.hpp.

Referenced by mlpack::amf::ValidationRMSETermination< MatType >::IsConverged().

Author

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