49 lines
1.1 KiB
C
49 lines
1.1 KiB
C
|
/*
|
||
|
|
----
|
||
|
|
This file is NOT part of SECONDO.
|
||
|
|
* Authors: Greg Hamerly and Jonathan Drake
|
||
|
|
* Feedback: hamerly@cs.baylor.edu
|
||
|
|
* See: http://cs.baylor.edu/~hamerly/software/kmeans.php
|
||
|
|
* Copyright 2014
|
||
|
|
*
|
||
|
|
* NaiveKmeans is the standard k-means algorithm that has no acceleration
|
||
|
|
* applied. Also known as Lloyd's algorithm.
|
||
|
|
|
||
|
|
----
|
||
|
|
|
||
|
|
//paragraph [1] Title: [{\Large \bf \begin{center}] [\end{center}}]
|
||
|
|
//[TOC] [\tableofcontents]
|
||
|
|
|
||
|
|
[1] Declarations for the Lloyd's algorithm
|
||
|
|
|
||
|
|
|
||
|
|
1 Declarations for the Lloyd's algorithm
|
||
|
|
|
||
|
|
*/
|
||
|
|
|
||
|
|
#ifndef NAIVE_KMEANS_H
|
||
|
|
#define NAIVE_KMEANS_H
|
||
|
|
|
||
|
|
/* Authors: Greg Hamerly and Jonathan Drake
|
||
|
|
* Feedback: hamerly@cs.baylor.edu
|
||
|
|
* See: http://cs.baylor.edu/~hamerly/software/kmeans.php
|
||
|
|
* Copyright 2014
|
||
|
|
*
|
||
|
|
* NaiveKmeans is the standard k-means algorithm that has no acceleration
|
||
|
|
* applied. Also known as Lloyd's algorithm.
|
||
|
|
|
||
|
|
*/
|
||
|
|
|
||
|
|
#include "original_space_kmeans.h"
|
||
|
|
|
||
|
|
class NaiveKmeans : public OriginalSpaceKmeans {
|
||
|
|
public:
|
||
|
|
virtual std::string getName() const { return "naive"; }
|
||
|
|
protected:
|
||
|
|
virtual ~NaiveKmeans() { free(); }
|
||
|
|
virtual int runThread(int threadId, int maxIterations);
|
||
|
|
};
|
||
|
|
|
||
|
|
#endif
|
||
|
|
|