mltk::ensemble::AdaBoostClassifier< T > Member List

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

AdaBoostClassifier()=default (defined in mltk::ensemble::AdaBoostClassifier< T >)	mltk::ensemble::AdaBoostClassifier< T >
AdaBoostClassifier(const Data< T > &data, Estimator< T > base_estimator, const size_t n_estimators) (defined in mltk::ensemble::AdaBoostClassifier< T >)	mltk::ensemble::AdaBoostClassifier< T >	inlineexplicit
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 >
begin() (defined in mltk::ensemble::Ensemble< T >)	mltk::ensemble::Ensemble< T >	inline
c_size	mltk::ensemble::Ensemble< T >	protected
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
ctot	mltk::Learner< T >	protected
end() (defined in mltk::ensemble::Ensemble< T >)	mltk::ensemble::Ensemble< T >	inline
Ensemble()=default (defined in mltk::ensemble::Ensemble< T >)	mltk::ensemble::Ensemble< T >
Ensemble(DataPointer< T > samples) (defined in mltk::ensemble::Ensemble< T >)	mltk::ensemble::Ensemble< T >	inlineexplicit
EPS	mltk::Learner< T >	protected
evaluate(const Point< T > &p, bool raw_value=false) override	mltk::ensemble::AdaBoostClassifier< T >	inlinevirtual
evaluateProbability(const mltk::Point< double > &p) (defined in mltk::classifier::Classifier< T >)	mltk::classifier::Classifier< T >	inlinevirtual
gamma	mltk::classifier::Classifier< T >	protected
getCtot() const	mltk::Learner< T >	inline
getElapsedTime() const	mltk::Learner< T >	inline
getFormulationString() override	mltk::ensemble::AdaBoostClassifier< T >	inlinevirtual
getMaxTime() const	mltk::Learner< T >	inline
getPredictionProbability() const	mltk::Learner< T >	inline
getSamples()	mltk::Learner< T >	inline
mltk::getSolution() const	mltk::ensemble::Ensemble< T >	inline
mltk::classifier::Classifier::getSolution() const	mltk::classifier::Classifier< T >	inline
mltk::getSolutionRef()	mltk::ensemble::Ensemble< T >	inline
mltk::classifier::Classifier::getSolutionRef()	mltk::classifier::Classifier< T >	inline
getSteps() const	mltk::Learner< T >	inline
getUpdates() const	mltk::Learner< T >	inline
hasInitialSolution	mltk::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
learners() (defined in mltk::ensemble::Ensemble< T >)	mltk::ensemble::Ensemble< T >	inline
m_learners	mltk::ensemble::Ensemble< T >	protected
MAX_EPOCH (defined in mltk::Learner< T >)	mltk::Learner< T >	protected
MAX_IT	mltk::Learner< T >	protected
max_time	mltk::Learner< T >	protected
MAX_UP	mltk::Learner< T >	protected
MIN_INC	mltk::Learner< T >	protected
operator[](size_t idx) const (defined in mltk::ensemble::Ensemble< T >)	mltk::ensemble::Ensemble< T >	inline
pred_prob (defined in mltk::Learner< T >)	mltk::Learner< T >	protected
rate	mltk::Learner< T >	protected
samples	mltk::Learner< T >	protected
seed	mltk::Learner< T >	protected
setCommitteeSize(size_t c_size)	mltk::ensemble::Ensemble< T >	inline
setCtot(int _ctot)	mltk::Learner< T >	inline
setEPS(double eps)	mltk::Learner< T >	inline
setGamma(double gamma)	mltk::classifier::Classifier< T >	inline
setLearner(Learner< T > *learner)	mltk::ensemble::Ensemble< 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
setSamples(DataPointer< T > samples) override	mltk::ensemble::Ensemble< T >	inlinevirtual
Learner< T >::setSamples(const Data< 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
size() (defined in mltk::ensemble::Ensemble< T >)	mltk::ensemble::Ensemble< T >	inline
mltk::solution	mltk::ensemble::Ensemble< T >	protected
mltk::classifier::Classifier::solution	mltk::classifier::Classifier< T >	protected
start_time	mltk::Learner< T >	protected
steps	mltk::Learner< T >	protected
svs	mltk::classifier::Classifier< T >	protected
timer	mltk::Learner< T >	protected
train() override	mltk::ensemble::AdaBoostClassifier< T >	inlinevirtual
verbose	mltk::Learner< T >	protected
~Learner()=default (defined in mltk::Learner< T >)	mltk::Learner< T >	virtual