NAME¶

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 = 1e-10, const size_tmaxIterations = 10000) [inline]¶

Definition at line 31 of file simple_residue_termination.hpp.

Member Function Documentation¶

const double& mlpack::amf::SimpleResidueTermination::Index () [inline]¶

Definition at line 70 of file simple_residue_termination.hpp. References residue.

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

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) [inline]¶

Definition at line 48 of file simple_residue_termination.hpp. References iteration, maxIterations, nm, normOld, and residue.

const size_t& mlpack::amf::SimpleResidueTermination::Iteration () [inline]¶

Definition at line 71 of file simple_residue_termination.hpp. References iteration.

const size_t& mlpack::amf::SimpleResidueTermination::MaxIterations () [inline]¶

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

double mlpack::amf::SimpleResidueTermination::residue¶

Definition at line 78 of file simple_residue_termination.hpp. Referenced by Index(), Initialize(), and IsConverged().

Author¶

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