bayesModel.h

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/* bayesModel.h
 * 
 * Copyright (C) 2009 Marcel Schumann
 * 
 * This file is part of QuEasy -- A Toolbox for Automated QSAR Model
 * Construction and Validation.
 * QuEasy is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 3 of the License, or (at
 * your option) any later version.
 * 
 * QuEasy 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
 * General Public License for more details.
 * 
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, see <http://www.gnu.org/licenses/>.
 */

// -*- Mode: C++; tab-width: 2; -*-
// vi: set ts=2:
//
//


#ifndef BAYESMODEL
#define BAYESMODEL

#include <BALL/QSAR/classificationModel.h>


namespace BALL
{
  namespace QSAR 
  {
    class BALL_EXPORT BayesModel : public ClassificationModel
    { 
      public: 
        
        BayesModel(const QSARData& q);
        
        virtual bool isTrained() = 0;
        
        virtual vector<double> calculateProbabilities(int activitiy_index, int feature_index, double feature_value) = 0;
        
        virtual int getNoResponseVariables() = 0;
      
        
      protected:
        double min_prob_diff_;
        
        double undef_act_class_id_;
  
    };
  }
}

#endif //BAYESMODEL