src/kmeans++/kmeans.h File Reference

#include <iostream>
#include "KmUtils.h"

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Functions
void	ClearKMeansLogging ()
void	AddKMeansLogging (std::ostream *out, bool verbose)
Scalar	RunKMeans (int n, int k, int d, Scalar *points, int attempts, Scalar *centers, int *assignments)
Scalar	RunKMeansPlusPlus (int n, int k, int d, Scalar *points, int attempts, Scalar *centers, int *assignments)

Function Documentation

AddKMeansLogging()

void AddKMeansLogging	(	std::ostream *	out,
		bool	verbose
	)

Definition at line 36 of file kmeans++/KMeans.cpp.

References gLogOutputs, gVerboseLogOutputs, out, and verbose.

ClearKMeansLogging()

void ClearKMeansLogging

(

)

Definition at line 41 of file kmeans++/KMeans.cpp.

References gLogOutputs, and gVerboseLogOutputs.

RunKMeans()

Scalar RunKMeans	(	int	n,
		int	k,
		int	d,
		Scalar *	points,
		int	attempts,
		Scalar *	centers,
		int *	assignments
	)

Definition at line 118 of file kmeans++/KMeans.cpp.

References GetRandom(), GetSeconds(), KM_ASSERT, LOG, LogMetaStats(), mrpt::system::os::memcpy(), and RunKMeansOnce().

Referenced by mrpt::math::detail::internal_kmeans< double >(), and mrpt::math::detail::internal_kmeans< float >().

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RunKMeansPlusPlus()

Scalar RunKMeansPlusPlus	(	int	n,
		int	k,
		int	d,
		Scalar *	points,
		int	attempts,
		Scalar *	centers,
		int *	assignments
	)

Definition at line 177 of file kmeans++/KMeans.cpp.

References GetSeconds(), KM_ASSERT, LOG, LogMetaStats(), RunKMeansOnce(), and KmTree::SeedKMeansPlusPlus().

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