mlpack_amf_SimpleResidueTermination: Mlpack::amf::simpleresiduetermination -

SYNOPSIS

Public Member Functions

SimpleResidueTermination (const double minResidue=1e-10, const size_t maxIterations=10000)

const double & Index ()

template<typename MatType > void Initialize (const MatType &V)

bool IsConverged (arma::mat &W, arma::mat &H)

const size_t & Iteration ()

const size_t & MaxIterations ()

Public Attributes

size_t iteration

size_t maxIterations

double minResidue

size_t nm

double normOld

double residue

Detailed Description

Definition at line 28 of file simple_residue_termination.hpp.

Constructor & Destructor Documentation

mlpack::amf::SimpleResidueTermination::SimpleResidueTermination (const doubleminResidue = \fC1e-10\fP, const size_tmaxIterations = \fC10000\fP)\fC [inline]\fP

Definition at line 31 of file simple_residue_termination.hpp.

Member Function Documentation

const double& mlpack::amf::SimpleResidueTermination::Index ()\fC [inline]\fP

Definition at line 70 of file simple_residue_termination.hpp.

References residue.

template<typename MatType > void mlpack::amf::SimpleResidueTermination::Initialize (const MatType &V)\fC [inline]\fP

Definition at line 36 of file simple_residue_termination.hpp.

References iteration, minResidue, nm, normOld, and residue.

bool mlpack::amf::SimpleResidueTermination::IsConverged (arma::mat &W, arma::mat &H)\fC [inline]\fP

Definition at line 48 of file simple_residue_termination.hpp.

References iteration, maxIterations, nm, normOld, and residue.

const size_t& mlpack::amf::SimpleResidueTermination::Iteration ()\fC [inline]\fP

Definition at line 71 of file simple_residue_termination.hpp.

References iteration.

const size_t& mlpack::amf::SimpleResidueTermination::MaxIterations ()\fC [inline]\fP

Definition at line 72 of file simple_residue_termination.hpp.

References maxIterations.

Member Data Documentation

size_t mlpack::amf::SimpleResidueTermination::iteration

Definition at line 79 of file simple_residue_termination.hpp.

Referenced by Initialize(), IsConverged(), and Iteration().

size_t mlpack::amf::SimpleResidueTermination::maxIterations

Definition at line 76 of file simple_residue_termination.hpp.

Referenced by IsConverged(), and MaxIterations().

double mlpack::amf::SimpleResidueTermination::minResidue

Definition at line 75 of file simple_residue_termination.hpp.

Referenced by Initialize().

size_t mlpack::amf::SimpleResidueTermination::nm

Definition at line 82 of file simple_residue_termination.hpp.

Referenced by Initialize(), and IsConverged().

double mlpack::amf::SimpleResidueTermination::normOld

Definition at line 80 of file simple_residue_termination.hpp.