mlpack_amf_IncompleteIncrementalTermination3
Usage
Public Member Functions
IncompleteIncrementalTermination (TerminationPolicy
t_policy=TerminationPolicy())
const double
&
Index
()
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::IncompleteIncrementalTermination< TerminationPolicy >
Definition at line 29 of file incomplete_incremental_termination.hpp.
Constructor & Destructor Documentation
template<class TerminationPolicy > mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::IncompleteIncrementalTermination (TerminationPolicyt_policy = TerminationPolicy()) [inline]
Definition at line 32 of file incomplete_incremental_termination.hpp.
Member Function Documentation
template<class TerminationPolicy > const double& mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::Index () [inline]
Definition at line 52 of file incomplete_incremental_termination.hpp.
References mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::t_policy.
template<class TerminationPolicy > template<class MatType > void mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::Initialize (const MatType &V) [inline]
Definition at line 36 of file incomplete_incremental_termination.hpp.
References mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::incrementalIndex, mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::iteration, and mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::t_policy.
template<class TerminationPolicy > bool mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::IsConverged (arma::mat &W, arma::mat &H) [inline]
Definition at line 44 of file incomplete_incremental_termination.hpp.
References mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::incrementalIndex, mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::iteration, and mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::t_policy.
template<class TerminationPolicy > const size_t& mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::Iteration () [inline]
Definition at line 56 of file incomplete_incremental_termination.hpp.
References mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::iteration.
template<class TerminationPolicy > const size_t& mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::MaxIterations () [inline]
Definition at line 60 of file incomplete_incremental_termination.hpp.
References mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::t_policy.
Member Data Documentation
template<class TerminationPolicy > size_t mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::incrementalIndex [private]
Definition at line 68 of file incomplete_incremental_termination.hpp.
Referenced by mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::Initialize(), and mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::IsConverged().
template<class TerminationPolicy > size_t mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::iteration [private]
Definition at line 69 of file incomplete_incremental_termination.hpp.
Referenced by mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::Initialize(), mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::IsConverged(), and mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::Iteration().
template<class TerminationPolicy > TerminationPolicy mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::t_policy [private]
Definition at line 66 of file incomplete_incremental_termination.hpp.
Referenced by mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::Index(), mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::Initialize(), mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::IsConverged(), and mlpack::amf::IncompleteIncrementalTermination< TerminationPolicy >::MaxIterations().