KMeans.h File Reference

#include <shark/Core/DLLSupport.h>
#include <shark/Data/Dataset.h>
#include <shark/Models/Clustering/Centroids.h>
#include <shark/Models/RBFLayer.h>
#include <shark/Models/Kernels/KernelExpansion.h>
#include <shark/Models/Kernels/KernelHelpers.h>

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Namespaces
	shark
	AbstractMultiObjectiveOptimizer.

Functions
SHARK_EXPORT_SYMBOL std::size_t	shark::kMeans (Data< RealVector > const &data, std::size_t k, Centroids &centroids, std::size_t maxIterations=0)
	The k-means clustering algorithm. More...
SHARK_EXPORT_SYMBOL std::size_t	shark::kMeans (Data< RealVector > const &data, RBFLayer &model, std::size_t maxIterations=0)
	The k-means clustering algorithm for initializing an RBF Layer. More...
template<class InputType >
KernelExpansion< InputType >	shark::kMeans (Data< InputType > const &dataset, std::size_t k, AbstractKernelFunction< InputType > &kernel, std::size_t maxIterations=0)
	The kernel k-means clustering algorithm. More...