File: TwoClassFormat.h

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// Copyright (C) 2002 Ronan Collobert (collober@iro.umontreal.ca)
//                
//
// This file is part of Torch. Release II.
// [The Ultimate Machine Learning Library]
//
// Torch 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 2 of the License, or
// (at your option) any later version.
//
// Torch 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 Torch; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA

#ifndef TWO_CLASS_FORMAT_INC
#define TWO_CLASS_FORMAT_INC

#include "ClassFormat.h"
#include "DataSet.h"

namespace Torch {

/** Define the two class code.

    @author Ronan Collobert (collober@iro.umontreal.ca)
*/
class TwoClassFormat : public ClassFormat
{
  public:
    real tabclasses[2];

    /// Autodetect classes
    TwoClassFormat(DataSet *data);

    /// Give the label of the classes
    TwoClassFormat(real class_1, real class_2);

    virtual int getTargetClass(void *target);
    virtual int getOutputClass(List *outputs);

    virtual int getOutputSize();
    virtual void fromOneHot(List *outputs, List *one_hot_outputs);
    virtual void toOneHot(List *outputs, List *one_hot_outputs);

    virtual ~TwoClassFormat();
};


}

#endif