VlKMeans Struct Reference
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: