STK_Clust_Util.cpp File Reference

In this file we implement the utilities functions of the Clustering project. More...

#include <Clustering/include/MixtureCriterion/STK_MixtureCriterion.h>
#include <Clustering/include/MixtureInit/STK_MixtureInit.h>
#include <Clustering/include/MixtureStrategy/STK_MixtureStrategy.h>
#include <Clustering/include/STK_IMixtureComposer.h>
#include <Clustering/include/MixtureAlgo/STK_MixtureAlgo.h>
#include <Clustering/include/MixtureAlgo/STK_MixtureAlgoLearn.h>
#include <Clustering/include/MixtureAlgo/STK_MixtureAlgoPredict.h>

Include dependency graph for STK_Clust_Util.cpp:

Go to the source code of this file.

Namespaces
namespace	STK
	The namespace STK is the main domain space of the Statistical ToolKit project.
namespace	STK::Clust
	The namespace Clust enclose all the enum and utilities functions needed by the Clustering project.

Functions
initType	STK::Clust::stringToInit (String const &type)
	Convert a String to a initType.
algoType	STK::Clust::stringToAlgo (String const &type)
	Convert a String to an algoType.
algoPredictType	STK::Clust::stringToPredictAlgo (String const &type)
	Convert a String to an algoPredictType.
algoLearnType	STK::Clust::stringToLearnAlgo (String const &type)
	Convert a String to an algoLearnType.
criterionType	STK::Clust::stringToCriterion (String const &type)
	Convert a String to an criterionType.
String	STK::Clust::exceptionToString (exceptions const &type)
	convert a Clust::exceptions to a String.
MixtureClass	STK::Clust::mixtureToMixtureClass (Mixture const &type)
	convert a Mixture to a MixtureClass.
Mixture	STK::Clust::stringToMixture (String const &type)
	Convert a String to a Mixture.
Mixture	STK::Clust::stringToMixture (String const &type, bool &freeProp)
	convert a string to a Mixture and specify if the model is with free proportions or fixed proportions.
String	STK::Clust::mixtureToString (Mixture const &type)
	convert a Mixture to a String.
String	STK::Clust::mixtureToString (Mixture type, bool freeProp)
	convert a Mixture to a string specifying if the model is with free proportions.
IMixtureCriterion *	STK::Clust::createCriterion (Clust::criterionType criterion)
STK::IMixtureCriterion *	STK::Clust::createCriterion (String const &criterion)
IMixtureAlgo *	STK::Clust::createAlgo (Clust::algoType algo, int nbIterMax, Real epsilon)
	utility function for creating an estimation algorithm.
IMixtureAlgoLearn *	STK::Clust::createLearnAlgo (Clust::algoLearnType algo, int nbIterMax, Real epsilon)
	utility function for creating a learning algorithm.
IMixtureAlgoPredict *	STK::Clust::createPredictAlgo (Clust::algoPredictType algo, int nbIterBurn, int nbIterLong, Real epsilon)
	utility function for creating a predicting algorithm.
IMixtureInit *	STK::Clust::createInit (Clust::initType init=defaultInitType, int nbInits=defaultNbInit, Clust::algoType algo=defaultAlgoInInit, int nbIterMax=defaultNbIterMaxInInit, Real epsilon=defaultEpsilonInInit)
	Utility function for creating a model initializer.
IMixtureStrategy *	STK::Clust::createSimpleStrategy (IMixtureComposer *&p_composer, int nbTry, IMixtureInit *const &p_init, IMixtureAlgo *const &algo)
	Utility function for creating a SimpleStrategy.
IMixtureStrategy *	STK::Clust::createFullStrategy (IMixtureComposer *&p_composer, int nbTry, int nbInitRun, IMixtureInit *const &p_init, int nbShortRun, IMixtureAlgo *const &shortRunAlgo, IMixtureAlgo *const &longRunAlgo)
	Utility function for creating a FullStrategy.

Detailed Description

In this file we implement the utilities functions of the Clustering project.

Definition in file STK_Clust_Util.cpp.