pic::KMeansRand< T > Class Template Reference

#include <k_means_rand.hpp>

Inheritance diagram for pic::KMeansRand< T >:

Public Member Functions
	KMeansRand (uint k, uint maxIter)
Public Member Functions inherited from pic::KMeans< T >
	KMeans (uint k, uint maxIter)
void	setup (uint k, uint maxIter=100)
T *	Process (T *samples, int nSamples, int nDim, T *centers, std::vector< std::set< uint > *> &labels)

Static Public Member Functions
static T *	execute (T *samples, int nSamples, int nDim, T *centers, int k, std::vector< std::set< uint > *> &labels, uint maxIter=100)
Static Public Member Functions inherited from pic::KMeans< T >
static T *	execute (T *samples, int nSamples, int nDim, T *centers, int k, std::vector< std::set< uint > *> &labels, uint maxIter=100)
static T *	select (T *samples, int nSamples, int nDim, std::vector< std::set< uint > *> &labels, uint &k, float threshold=1e-2f, uint maxIter=100)

Protected Member Functions
T *	initCenters (T *samples, int nSamples, int nDim, T *centers)
Protected Member Functions inherited from pic::KMeans< T >
T *	getMean (T *samples, T *out, int nDim, std::set< uint > *cluster)
uint	assignLabel (T *sample_j, int nDim, T *centers)

Additional Inherited Members
Protected Attributes inherited from pic::KMeans< T >
uint	k
uint	maxIter

Constructor & Destructor Documentation

KMeansRand()

template<class T>

pic::KMeansRand< T >::KMeansRand ( uint  k, uint  maxIter  )

inline

Member Function Documentation

execute()

template<class T>

static T* pic::KMeansRand< T >::execute ( T *  samples, int  nSamples, int  nDim, T *  centers, int  k, std::vector< std::set< uint > *> &  labels, uint  maxIter = 100  )

inlinestatic

initCenters()

template<class T>

T* pic::KMeansRand< T >::initCenters ( T *  samples, int  nSamples, int  nDim, T *  centers  )

inlineprotectedvirtual

Reimplemented from pic::KMeans< T >.

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The documentation for this class was generated from the following file:

• C:/Users/Francesco/Documents/GitHub/piccante/include/util/k_means_rand.hpp