mlpack_amf_SimpleToleranceTermination3
Usage
Public Member Functions
SimpleToleranceTermination (const
double
tolerance=1e-5,
const
size_t
maxIterations=10000,
const
size_t
reverseStepTolerance=3)
const double
&
Index
()
void Initialize
(const
MatType
&V)
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
double normOld
double residue
double residueOld
size_t reverseStepCount
size_t reverseStepTolerance
double tolerance
const MatType
*
V
arma::mat W
Detailed Description
template<class MatType>class mlpack::amf::SimpleToleranceTermination< MatType >
Definition at line 29 of file simple_tolerance_termination.hpp.
Constructor & Destructor Documentation
template<class MatType > mlpack::amf::SimpleToleranceTermination< MatType >::SimpleToleranceTermination (const doubletolerance = 1e-5, const size_tmaxIterations = 10000, const size_treverseStepTolerance = 3) [inline]
Definition at line 32 of file simple_tolerance_termination.hpp.
Member Function Documentation
template<class MatType > const double& mlpack::amf::SimpleToleranceTermination< MatType >::Index () [inline]
Definition at line 119 of file simple_tolerance_termination.hpp.
References mlpack::amf::SimpleToleranceTermination< MatType >::residue.
template<class MatType > void mlpack::amf::SimpleToleranceTermination< MatType >::Initialize (const MatType &V) [inline]
Definition at line 39 of file simple_tolerance_termination.hpp.
References mlpack::amf::SimpleToleranceTermination< MatType >::c_index, mlpack::amf::SimpleToleranceTermination< MatType >::c_indexOld, mlpack::amf::SimpleToleranceTermination< MatType >::iteration, mlpack::amf::SimpleToleranceTermination< MatType >::residue, mlpack::amf::SimpleToleranceTermination< MatType >::residueOld, mlpack::amf::SimpleToleranceTermination< MatType >::reverseStepCount, and mlpack::amf::SimpleToleranceTermination< MatType >::V.
template<class MatType > bool mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged (arma::mat &W, arma::mat &H) [inline]
Definition at line 54 of file simple_tolerance_termination.hpp.
References mlpack::amf::SimpleToleranceTermination< MatType >::c_index, mlpack::amf::SimpleToleranceTermination< MatType >::c_indexOld, mlpack::amf::SimpleToleranceTermination< MatType >::H, mlpack::amf::SimpleToleranceTermination< MatType >::isCopy, mlpack::amf::SimpleToleranceTermination< MatType >::iteration, mlpack::amf::SimpleToleranceTermination< MatType >::maxIterations, mlpack::amf::SimpleToleranceTermination< MatType >::residue, mlpack::amf::SimpleToleranceTermination< MatType >::residueOld, mlpack::amf::SimpleToleranceTermination< MatType >::reverseStepCount, mlpack::amf::SimpleToleranceTermination< MatType >::reverseStepTolerance, mlpack::amf::SimpleToleranceTermination< MatType >::V, and mlpack::amf::SimpleToleranceTermination< MatType >::W.
template<class MatType > const size_t& mlpack::amf::SimpleToleranceTermination< MatType >::Iteration () [inline]
Definition at line 120 of file simple_tolerance_termination.hpp.
References mlpack::amf::SimpleToleranceTermination< MatType >::iteration.
template<class MatType > const size_t& mlpack::amf::SimpleToleranceTermination< MatType >::MaxIterations () [inline]
Definition at line 121 of file simple_tolerance_termination.hpp.
References mlpack::amf::SimpleToleranceTermination< MatType >::maxIterations.
Member Data Documentation
template<class MatType > double mlpack::amf::SimpleToleranceTermination< MatType >::c_index [private]
Definition at line 141 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::Initialize(), and mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > double mlpack::amf::SimpleToleranceTermination< MatType >::c_indexOld [private]
Definition at line 140 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::Initialize(), and mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > arma::mat mlpack::amf::SimpleToleranceTermination< MatType >::H [private]
Definition at line 139 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > bool mlpack::amf::SimpleToleranceTermination< MatType >::isCopy [private]
Definition at line 137 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > size_t mlpack::amf::SimpleToleranceTermination< MatType >::iteration [private]
Definition at line 129 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::Initialize(), mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged(), and mlpack::amf::SimpleToleranceTermination< MatType >::Iteration().
template<class MatType > size_t mlpack::amf::SimpleToleranceTermination< MatType >::maxIterations [private]
Definition at line 125 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged(), and mlpack::amf::SimpleToleranceTermination< MatType >::MaxIterations().
template<class MatType > double mlpack::amf::SimpleToleranceTermination< MatType >::normOld [private]
Definition at line 132 of file simple_tolerance_termination.hpp.
template<class MatType > double mlpack::amf::SimpleToleranceTermination< MatType >::residue [private]
Definition at line 131 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::Index(), mlpack::amf::SimpleToleranceTermination< MatType >::Initialize(), and mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > double mlpack::amf::SimpleToleranceTermination< MatType >::residueOld [private]
Definition at line 130 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::Initialize(), and mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > size_t mlpack::amf::SimpleToleranceTermination< MatType >::reverseStepCount [private]
Definition at line 135 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::Initialize(), and mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > size_t mlpack::amf::SimpleToleranceTermination< MatType >::reverseStepTolerance [private]
Definition at line 134 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > double mlpack::amf::SimpleToleranceTermination< MatType >::tolerance [private]
Definition at line 124 of file simple_tolerance_termination.hpp.
template<class MatType > const MatType* mlpack::amf::SimpleToleranceTermination< MatType >::V [private]
Definition at line 127 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::Initialize(), and mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().
template<class MatType > arma::mat mlpack::amf::SimpleToleranceTermination< MatType >::W [private]
Definition at line 138 of file simple_tolerance_termination.hpp.
Referenced by mlpack::amf::SimpleToleranceTermination< MatType >::IsConverged().