STK++ 0.9.13
STK_IMixtureModelBase.h
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1/*--------------------------------------------------------------------*/
2/* Copyright (C) 2004-2016 Serge Iovleff
3
4 This program is free software; you can redistribute it and/or modify
5 it under the terms of the GNU Lesser General Public License as
6 published by the Free Software Foundation; either version 2 of the
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10 but WITHOUT ANY WARRANTY; without even the implied warranty of
11 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
12 GNU Lesser General Public License for more details.
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22 Contact : S..._Dot_I..._At_stkpp_Dot_org (see copyright for ...)
23*/
24
25/*
26 * Project: stkpp::Clustering
27 * created on: 16 oct. 2012
28 * Author: iovleff, S..._Dot_I..._At_stkpp_Dot_org (see copyright for ...)
29 * Originally created by Parmeet Bhatia <b..._DOT_p..._AT_gmail_Dot_com>
30 **/
31
36#ifndef STK_IMIXTUREMODELBASE_H
37#define STK_IMIXTUREMODELBASE_H
38
39#include <cmath>
40#include "STK_Clust_Util.h"
41
42namespace STK
43{
59{
60 public:
72 inline int nbCluster() const { return nbCluster_;}
74 inline int nbSample() const { return nbSample_;}
76 inline Real lnNbSample() const
77 { return (nbSample_ <= 0) ? -Arithmetic<Real>::infinity() : std::log((Real)nbSample_);}
78
79 protected:
83 inline void setNbSample( int nbSample) { nbSample_ = nbSample;}
84
85 private:
90};
91
92} // namespace STK
93
94#endif /* STK_IMIXTUREMODELBASE_H */
In this file we define the enum, constants and utilities functions of the Clustering project.
Base class for all Mixture model.
int nbSample_
total available samples
void setNbSample(int nbSample)
Set the number of sample of the model.
int nbCluster_
number of cluster.
The MultidimRegression class allows to regress a multidimensional output variable among a multivariat...
double Real
STK fundamental type of Real values.
The namespace STK is the main domain space of the Statistical ToolKit project.
Arithmetic properties of STK fundamental types.