mlpack::amf::CompleteIncrementalTermination< TerminationPolicy > Class Template Reference

Public Member Functions
	CompleteIncrementalTermination (TerminationPolicy t_policy=TerminationPolicy())
const double &	Index ()
template<class MatType >
void	Initialize (const MatType &V)
void	Initialize (const arma::sp_mat &V)
bool	IsConverged (arma::mat &W, arma::mat &H)
const size_t &	Iteration ()
const size_t &	MaxIterations ()

Private Attributes
size_t	incrementalIndex
size_t	iteration
TerminationPolicy	t_policy

Detailed Description

template<class TerminationPolicy>
class mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >

Definition at line 31 of file complete_incremental_termination.hpp.

Constructor & Destructor Documentation

template<class TerminationPolicy >

mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::CompleteIncrementalTermination ( TerminationPolicy  t_policy = TerminationPolicy() )

inline

Definition at line 34 of file complete_incremental_termination.hpp.

Member Function Documentation

template<class TerminationPolicy >

const double& mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Index ( )

inline

Definition at line 62 of file complete_incremental_termination.hpp.

References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

template<class TerminationPolicy >

template<class MatType >

void mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize ( const MatType &  V )

inline

Definition at line 38 of file complete_incremental_termination.hpp.

References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::incrementalIndex, mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration, and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

template<class TerminationPolicy >

void mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize ( const arma::sp_mat &  V )

inline

Definition at line 46 of file complete_incremental_termination.hpp.

References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::incrementalIndex, mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration, and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

template<class TerminationPolicy >

bool mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::IsConverged ( arma::mat &  W, arma::mat &  H  )

inline

Definition at line 54 of file complete_incremental_termination.hpp.

References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::incrementalIndex, mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration, and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

template<class TerminationPolicy >

const size_t& mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Iteration ( )

inline

Definition at line 66 of file complete_incremental_termination.hpp.

References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration.

template<class TerminationPolicy >

const size_t& mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::MaxIterations ( )

inline

Definition at line 71 of file complete_incremental_termination.hpp.

References mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy.

Member Data Documentation

template<class TerminationPolicy >

size_t mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::incrementalIndex

private

Definition at line 79 of file complete_incremental_termination.hpp.

Referenced by mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize(), and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::IsConverged().

template<class TerminationPolicy >

size_t mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::iteration

private

Definition at line 80 of file complete_incremental_termination.hpp.

Referenced by mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize(), mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::IsConverged(), and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Iteration().

template<class TerminationPolicy >

TerminationPolicy mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::t_policy

private

Definition at line 77 of file complete_incremental_termination.hpp.

Referenced by mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Index(), mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::Initialize(), mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::IsConverged(), and mlpack::amf::CompleteIncrementalTermination< TerminationPolicy >::MaxIterations().

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The documentation for this class was generated from the following file:

• src/mlpack/methods/amf/termination_policies/complete_incremental_termination.hpp