K-means quantizer.

#include <kmeans.h>

Data Fields
vl_type	dataType
vl_size	dimension
vl_size	numCenters
vl_size	numTrees
vl_size	maxNumComparisons
VlKMeansInitialization	initialization
VlKMeansAlgorithm	algorithm
VlVectorComparisonType	distance
vl_size	maxNumIterations
double	minEnergyVariation
vl_size	numRepetitions
int	verbosity
void *	centers
void *	centerDistances
double	energy

Field Documentation

◆ algorithm

VlKMeansAlgorithm VlKMeans::algorithm

Clustring algorithm.

◆ centerDistances

void* VlKMeans::centerDistances

Centers inter-distances.

◆ centers

void* VlKMeans::centers

Centers

◆ dataType

vl_type VlKMeans::dataType

Data type.

◆ dimension

vl_size VlKMeans::dimension

Data dimensionality.

◆ distance

VlVectorComparisonType VlKMeans::distance

Distance.

◆ energy

double VlKMeans::energy

Current solution energy.

◆ initialization

VlKMeansInitialization VlKMeans::initialization

Initalization algorithm.

◆ maxNumComparisons

vl_size VlKMeans::maxNumComparisons

Maximum number of comparisons when using ANN-kmeans.

◆ maxNumIterations

vl_size VlKMeans::maxNumIterations

Maximum number of refinement iterations.

◆ minEnergyVariation

double VlKMeans::minEnergyVariation

Minimum energy variation.

◆ numCenters

vl_size VlKMeans::numCenters

Number of centers.

◆ numRepetitions

vl_size VlKMeans::numRepetitions

Number of clustering repetitions.

◆ numTrees

vl_size VlKMeans::numTrees

Number of trees in forest when using ANN-kmeans.

◆ verbosity

int VlKMeans::verbosity

Verbosity level.

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

kmeans.h

Data Fields