rrModel.h

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

#ifndef RIDGEMODEL
#define RIDGEMODEL

#ifndef MLRMODEL
#include <BALL/QSAR/mlrModel.h>
#endif

#ifndef QSAR_EXCEPTION
#include <BALL/QSAR/exception.h>
#endif



namespace BALL
{
  namespace QSAR
  {
    class BALL_EXPORT RRModel : public MLRModel
    {
      public:
        RRModel(const QSARData& q, double lambda=0.003);

        ~RRModel();
        
        void train();
        
        void setParameters(vector<double>& v);
        
        vector<double> getParameters() const;
    
      private:
        double lambda_;
        
    };
  }
}

#endif // RIDGEMODEL