AutomaticPAM Class Reference

#include <AutomaticPAM.h>

Public Member Functions
	AutomaticPAM (const PAMClustering::matrix_type &d)
	~AutomaticPAM ()
unsigned int	cluster (unsigned int minK=2, unsigned int maxK=15)
PAMClustering *	pam ()
void	setThreshold (double val)
void	setMaxIterations (unsigned int val)
double	threshold () const
unsigned int	maxIterations () const

Detailed Description

Performs PAMClustering for a range of k values to estimate best k according to value and change of total silhouette width.

Constructor & Destructor Documentation

AutomaticPAM::AutomaticPAM

(

const PAMClustering::matrix_type &

d

)

Default values:

• maxIterations = 100
• threshold = 0.01

AutomaticPAM::~AutomaticPAM

(

)

Member Function Documentation

unsigned int AutomaticPAM::cluster	(	unsigned int	minK = 2,
		unsigned int	maxK = 15
	)

References PAMClustering::calcSilhouette(), PAMClustering::cluster(), PAMClustering::numClusters(), and pam().

Referenced by EventNavigator::computeClustering().

unsigned int AutomaticPAM::maxIterations ( ) const

inline

PAMClustering* AutomaticPAM::pam ( )

inline

Referenced by cluster(), and EventNavigator::computeClustering().

void AutomaticPAM::setMaxIterations ( unsigned int  val )

inline

void AutomaticPAM::setThreshold ( double  val )

inline

double AutomaticPAM::threshold ( ) const

inline