CppKmeans/Refine_8hpp_source.html

#ifndef KMEANS_REFINE_HPP

#define KMEANS_REFINE_HPP


#include "Details.hpp"

#include "SimpleMatrix.hpp"


namespace kmeans {


template<typename Matrix_ = SimpleMatrix<double, int>, typename Cluster_ = int, typename Float_ = double>


class Refine {

public:

    virtual ~Refine() = default;


    virtual Details<typename Matrix_::index_type> run(const Matrix_& data, Cluster_ num_centers, Float_* centers, Cluster_* clusters) const = 0;

};


}


#endif

Details.hpp
Report detailed clustering statistics.

SimpleMatrix.hpp
Wrapper for a simple dense matrix.

kmeans::InitializeVariancePartition
Implements the variance partitioning method of Su and Dy (2007).
Definition InitializeVariancePartition.hpp:164

kmeans::Refine
Interface for all k-means refinement algorithms.
Definition Refine.hpp:23

kmeans::Refine::run
virtual Details< typename Matrix_::index_type > run(const Matrix_ &data, Cluster_ num_centers, Float_ *centers, Cluster_ *clusters) const =0

kmeans
Namespace for k-means clustering.
Definition compute_wcss.hpp:12