adtreedata.h

MultiBoost 是c++实现的多类adaboost酸法。与传统的adaboost算法主要解决二类分类问题不同

/*
* This file is part of MultiBoost, a multi-class 
* AdaBoost learner/classifier
*
* Copyright (C) 2005-2006 Norman Casagrande
* For informations write to [e-mail]
*
* This library 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 2.1 of the License, or (at your option) any later version.
*
* This library 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 library; if not, write to the Free Software
* Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA  02110-1301  USA
*
*/

/**
* \file ADTreeData.h Extension of SortedData to deal with ADTrees.
*/

#ifndef __ADTREE_DATA_H
#define __ADTREE_DATA_H

#include "IO/SortedData.h"
#include "WeakLearners/ADTreeLearner.h"

using namespace std;

namespace MultiBoost {

//////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////

class ADTreeData : public SortedData
{
public:

   ADTreeData() : _pHead(NULL) {}

   /**
   * The destructor.
   * the object.
   */
   virtual ~ADTreeData();

   /**
   * Overloading of the load function that defines the top precondition.
   * @param fileName The name of the file to be loaded.
   * @param inputType The type of input.
   * @param verboseLevel The level of verbosity.
   * @see SortedData::load()
   * @see InpuData::load()
   * @date 21/11/2005
   */
   virtual void load(const string& fileName, eInputType inputType = IT_TRAIN, int verboseLevel = 1);

protected:

   ADTreeLearner* _pHead;

};

} // end of namespace MultiBoost

#endif // __ADTREE_DATA_H