AdaptiveSampling Class Reference

Weighted sampling for k-means++ and similar algorithms. More...

#include <AdaptiveSampling.hpp>

Public Member Functions
	AdaptiveSampling (std::function< Metric< Point > *() > createMetric)
template<typename ForwardIterator >
std::unique_ptr< std::vector < Point > >	computeCenterSet (ForwardIterator begin, ForwardIterator end, size_t k, size_t n=0)
	Computes a center set. More...

Detailed Description

Weighted sampling for k-means++ and similar algorithms.

Member Function Documentation

template<typename ForwardIterator >

std::unique_ptr< std::vector< Point > > AdaptiveSampling::computeCenterSet	(	ForwardIterator	begin,
		ForwardIterator	end,
		size_t	k,
		size_t	n = 0
	)

Computes a center set.

Parameters

begin	Input point set iterator: begin
end	Input point set iterator: end
k	Number of centers
n	Number of points (optional)

Returns

k centers

---

The documentation for this class was generated from the following files:

• AdaptiveSampling.hpp
• AdaptiveSampling.cpp