kmeans.h

聚类研究

// kmeans.h: interface for the Ckmeans class.
//
//////////////////////////////////////////////////////////////////////

#if !defined(AFX_KMEANS_H__ACD4F3AD_02C9_478A_8397_6B13D6D01140__INCLUDED_)
#define AFX_KMEANS_H__ACD4F3AD_02C9_478A_8397_6B13D6D01140__INCLUDED_

#if _MSC_VER > 1000
#pragma once
#endif // _MSC_VER > 1000
#include "points.h"
#define CONST_CHANGE 10
#define NULL 0
class Ckmeans  
{
private:
	double E1,E2;
	int *den;
public:
	C_point *Cw;
    point *p;
	int Cl_k;
	Ckmeans();
	int select( int n,int count,int k);
	void KMeans(const int count ,const int k );
	long distance(point p1,point p2);
    void dense(int count);
	int max_den(int count);
	virtual ~Ckmeans()
	{
		if( Cw )
			delete []Cw;
		if( p )
			delete []p;
		if( den ) 
			delete []den;
	}

};

#endif // !defined(AFX_KMEANS_H__ACD4F3AD_02C9_478A_8397_6B13D6D01140__INCLUDED_)