mlpack_amf_IncompleteIncrementalTermination (3)

Mlpack::amf::incompleteincrementaltermination terminationpolicy -

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  4. mlpack_amf_IncompleteIncrementalTermination: Mlpack::amf::incompleteincrementaltermination terminationpolicy -
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  4. mlpack_amf_IncompleteIncrementalTermination: Mlpack::amf::incompleteincrementaltermination terminationpolicy -

SYNOPSIS

Public Member Functions

IncompleteIncrementalTermination (TerminationPolicy t_policy=TerminationPolicy())

const double & Index ()

template<class MatType > void Initialize (const MatType &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::IncompleteIncrementalTermination< TerminationPolicy >

Definition at line 29 of file incomplete_incremental_termination.hpp.

Constructor & Destructor Documentation

template<class TerminationPolicy > \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::\fBIncompleteIncrementalTermination\fP (TerminationPolicyt_policy = \fCTerminationPolicy()\fP)\fC [inline]\fP

Definition at line 32 of file incomplete_incremental_termination.hpp.

Member Function Documentation

template<class TerminationPolicy > const double& \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::Index ()\fC [inline]\fP

Definition at line 52 of file incomplete_incremental_termination.hpp.

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

template<class TerminationPolicy > template<class MatType > void \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::Initialize (const MatType &V)\fC [inline]\fP

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 \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::IsConverged (arma::mat &W, arma::mat &H)\fC [inline]\fP

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& \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::Iteration ()\fC [inline]\fP

Definition at line 56 of file incomplete_incremental_termination.hpp.

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

template<class TerminationPolicy > const size_t& \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::MaxIterations ()\fC [inline]\fP

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 \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::incrementalIndex\fC [private]\fP

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 \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::iteration\fC [private]\fP

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 \fBmlpack::amf::IncompleteIncrementalTermination\fP< TerminationPolicy >::t_policy\fC [private]\fP

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().

Author

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