STK_IMixtureAlgoPredict.h

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/*--------------------------------------------------------------------*/
/*     Copyright (C) 2004-2016  Serge Iovleff, Université Lille 1, Inria
 
    This program is free software; you can redistribute it and/or modify
    it under the terms of the GNU Lesser General Public License as
    published by the Free Software Foundation; either version 2 of the
    License, or (at your option) any later version.
 
    This program is distributed in the hope that it will be useful,
    but WITHOUT ANY WARRANTY; without even the implied warranty of
    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
    GNU Lesser General Public License for more details.
 
    You should have received a copy of the GNU Lesser General Public
    License along with this program; if not, write to the
    Free Software Foundation, Inc.,
    59 Temple Place,
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    USA
 
    Contact : S..._Dot_I..._At_stkpp_Dot_org (see copyright for ...)
*/
 
/*
 * Project:  stkpp::Clustering
 * created on: 16 oct. 2012
 * Author:   iovleff, S..._Dot_I..._At_stkpp_Dot_org (see copyright for ...)
 **/
 
#ifndef STK_IMIXTUREALGOPREDICT_H
#define STK_IMIXTUREALGOPREDICT_H
 
#include <Sdk.h>
#include "../STK_Clust_Util.h"
 
namespace STK
{
// forward declaration
class IMixtureComposer;
 
class IMixtureAlgoPredict: public IRunnerBase
{
  protected:
    IMixtureAlgoPredict();
    IMixtureAlgoPredict( IMixtureAlgoPredict const& algo);
 
  public:
    virtual ~IMixtureAlgoPredict();
 
    // getters
    inline int nbIterBurn() const { return nbIterBurn_; }
    inline int setNbIterLong() const { return nbIterLong_; }
    inline int epsilon() const { return epsilon_;}
 
    // setters
    void setModel(IMixtureComposer* p_model);
    inline void setNbIterBurn(int nbIterBurn) { nbIterBurn_ = nbIterBurn; }
    inline void setNbIterLong(int nbIterLong) { nbIterLong_ = nbIterLong; }
    inline void setEpsilon(Real epsilon) { epsilon_ = epsilon; }
 
  protected:
    IMixtureComposer* p_model_;
    int nbIterBurn_;
    int nbIterLong_;
    Real epsilon_;
 
    bool predictBayesClassifier();
    bool burnStep();
 
};
 
} // namespace STK
 
#endif /* STK_IMIXTUREALGO_H */