Implements the full k-means clustering procedure. More...
#include "Details.hpp"#include "Refine.hpp"#include "Initialize.hpp"#include "MockMatrix.hpp"#include "InitializeKmeanspp.hpp"#include "InitializeRandom.hpp"#include "InitializeVariancePartition.hpp"#include "InitializeNone.hpp"#include "RefineHartiganWong.hpp"#include "RefineLloyd.hpp"#include "RefineMiniBatch.hpp"#include "compute_wcss.hpp"
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Classes | |
| struct | kmeans::Results< Cluster_, Float_, Index_ > |
| Full statistics from k-means clustering. More... | |
Namespaces | |
| namespace | kmeans |
| Namespace for k-means clustering. | |
Functions | |
| template<class Matrix_ , typename Cluster_ , typename Float_ > | |
| Details< typename Matrix_::index_type > | kmeans::compute (const Matrix_ &data, const Initialize< Matrix_, Cluster_, Float_ > &initialize, const Refine< Matrix_, Cluster_, Float_ > &refine, Cluster_ num_centers, Float_ *centers, Cluster_ *clusters) |
| template<class Matrix_ , typename Cluster_ , typename Float_ > | |
| Results< Cluster_, Float_, typename Matrix_::index_type > | kmeans::compute (const Matrix_ &data, const Initialize< Matrix_, Cluster_, Float_ > &initialize, const Refine< Matrix_, Cluster_, Float_ > &refine, Cluster_ num_centers) |
Detailed Description
Implements the full k-means clustering procedure.
