UFJF - Machine Learning Toolkit  0.51.8
mltk::classifier::PrimalClassifier< T > Member List

This is the complete list of members for mltk::classifier::PrimalClassifier< T >, including all inherited members.

alpha_aproxmltk::classifier::PrimalClassifier< T >protected
batchEvaluate(const Data< T > &data)mltk::Learner< T >virtual
batchEvaluateProbability(const mltk::Data< T > &data) (defined in mltk::classifier::Classifier< T >)mltk::classifier::Classifier< T >
Classifier() (defined in mltk::classifier::Classifier< T >)mltk::classifier::Classifier< T >inline
Classifier(DataPointer< T > samples) (defined in mltk::classifier::Classifier< T >)mltk::classifier::Classifier< T >inline
Classifier(const Classifier< T > &classifier) (defined in mltk::classifier::Classifier< T >)mltk::classifier::Classifier< T >inline
ctotmltk::Learner< T >protected
EPSmltk::Learner< T >protected
evaluate(const Point< T > &p, bool raw_value=false) overridemltk::classifier::PrimalClassifier< T >inlinevirtual
evaluateProbability(const mltk::Point< double > &p) (defined in mltk::classifier::Classifier< T >)mltk::classifier::Classifier< T >inlinevirtual
flexiblemltk::classifier::PrimalClassifier< T >protected
gammamltk::classifier::Classifier< T >protected
getCtot() constmltk::Learner< T >inline
getElapsedTime() constmltk::Learner< T >inline
getFormulationString() overridemltk::classifier::PrimalClassifier< T >inlinevirtual
getMaxTime() constmltk::Learner< T >inline
getP() constmltk::classifier::PrimalClassifier< T >inline
getPredictionProbability() constmltk::Learner< T >inline
getQ() constmltk::classifier::PrimalClassifier< T >inline
getSamples()mltk::Learner< T >inline
getSolution() constmltk::classifier::Classifier< T >inline
getSolutionRef()mltk::classifier::Classifier< T >inline
getSteps() constmltk::Learner< T >inline
getUpdates() constmltk::Learner< T >inline
hasInitialSolutionmltk::classifier::Classifier< T >protected
Learner()=default (defined in mltk::Learner< T >)mltk::Learner< T >
Learner(DataPointer< T > _samples) (defined in mltk::Learner< T >)mltk::Learner< T >inlineexplicit
Learner(const Learner< T > &learner) (defined in mltk::Learner< T >)mltk::Learner< T >inline
MAX_EPOCH (defined in mltk::Learner< T >)mltk::Learner< T >protected
MAX_ITmltk::Learner< T >protected
max_timemltk::Learner< T >protected
MAX_UPmltk::Learner< T >protected
MIN_INCmltk::Learner< T >protected
p (defined in mltk::classifier::PrimalClassifier< T >)mltk::classifier::PrimalClassifier< T >protected
pred_prob (defined in mltk::Learner< T >)mltk::Learner< T >protected
PrimalClassifier() (defined in mltk::classifier::PrimalClassifier< T >)mltk::classifier::PrimalClassifier< T >inline
PrimalClassifier(DataPointer< T > samples) (defined in mltk::classifier::PrimalClassifier< T >)mltk::classifier::PrimalClassifier< T >inline
PrimalClassifier(mltk::Data< T > &samples) (defined in mltk::classifier::PrimalClassifier< T >)mltk::classifier::PrimalClassifier< T >inline
PrimalClassifier(const PrimalClassifier< T > &primal_learner) (defined in mltk::classifier::PrimalClassifier< T >)mltk::classifier::PrimalClassifier< T >inline
qmltk::classifier::PrimalClassifier< T >protected
ratemltk::Learner< T >protected
samplesmltk::Learner< T >protected
seedmltk::Learner< T >protected
setAlphaAprox(double alpha_aprox)mltk::classifier::PrimalClassifier< T >inline
setCtot(int _ctot)mltk::Learner< T >inline
setEPS(double eps)mltk::Learner< T >inline
setFlexible(double flexible)mltk::classifier::PrimalClassifier< T >inline
setGamma(double gamma)mltk::classifier::Classifier< T >inline
setLearningRate(double learning_rate)mltk::Learner< T >inline
setMaxEpochs(int MAX_EPOCHS)mltk::Learner< T >inline
setMaxIterations(int max_it)mltk::Learner< T >inline
setMaxTime(double maxtime)mltk::Learner< T >inline
setMaxUpdates(int max_up)mltk::Learner< T >inline
setpNorm(double p)mltk::classifier::PrimalClassifier< T >inline
setqNorm(double q)mltk::classifier::PrimalClassifier< T >inline
setSamples(const Data< T > &data)mltk::Learner< T >inlinevirtual
setSamples(DataPointer< T > data)mltk::Learner< T >inlinevirtual
setSeed(const size_t _seed)mltk::Learner< T >inline
setSolution(Solution solution)mltk::classifier::Classifier< T >inline
setStartTime(double stime)mltk::Learner< T >inline
setSteps(int _steps)mltk::Learner< T >inline
setTimer(Timer _timer)mltk::Learner< T >inline
setVerbose(int _verbose)mltk::Learner< T >inline
setW(std::vector< double > w)mltk::classifier::Classifier< T >inline
solutionmltk::classifier::Classifier< T >protected
start_timemltk::Learner< T >protected
stepsmltk::Learner< T >protected
svsmltk::classifier::Classifier< T >protected
timermltk::Learner< T >protected
train()=0mltk::Learner< T >pure virtual
verbosemltk::Learner< T >protected
wmltk::classifier::PrimalClassifier< T >protected
~Learner()=default (defined in mltk::Learner< T >)mltk::Learner< T >virtual