TrainTestBagsSplitter.h

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// -*- C++ -*-

// TrainTestBagsSplitter.h
// 
// Copyright (C) 1998 Pascal Vincent
// Copyright (C) 1999,2000 Pascal Vincent, Yoshua Bengio and University of Montreal
// Copyright (C) 2002 Frederic Morin
// 
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions are met:
// 
//  1. Redistributions of source code must retain the above copyright
//     notice, this list of conditions and the following disclaimer.
// 
//  2. Redistributions in binary form must reproduce the above copyright
//     notice, this list of conditions and the following disclaimer in the
//     documentation and/or other materials provided with the distribution.
// 
//  3. The name of the authors may not be used to endorse or promote
//     products derived from this software without specific prior written
//     permission.
// 
// THIS SOFTWARE IS PROVIDED BY THE AUTHORS ``AS IS'' AND ANY EXPRESS OR
// IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
// OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN
// NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
// TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
// PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
// LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
// NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
// SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
// 
// This file is part of the PLearn library. For more information on the PLearn
// library, go to the PLearn Web site at www.plearn.org

/* *******************************************************      
   * $Id: TrainTestBagsSplitter.h,v 1.2 2004/03/23 23:08:09 morinf Exp $
   ******************************************************* */

#ifndef TrainTestBagsSplitter_INC
#define TrainTestBagsSplitter_INC

#include "Splitter.h"

namespace PLearn {
using namespace std;

class TrainTestBagsSplitter: public Splitter
{
  typedef Splitter inherited;

protected:
  // *********************
  // * protected options *
  // *********************

  // ### declare protected option fields (such as learnt parameters) here
  // ...
    
public:
  // ************************
  // * public build options *
  // ************************

  int append_train;
  real test_fraction; // the fraction of the dataset to be used as test (these will be the last few samples of the dataset)

  // ****************
  // * Constructors *
  // ****************

  // Default constructor, make sure the implementation in the .cc
  // initializes all fields to reasonable default values.
  TrainTestBagsSplitter(real the_test_fraction = 0.0);

  // ******************
  // * Object methods *
  // ******************

private: 
  // (Please implement in .cc)
  void build_();

protected: 
  // (Please implement in .cc)
  static void declareOptions(OptionList& ol);

public:
  // simply calls inherited::build() then build_() 
  virtual void build();

  PLEARN_DECLARE_OBJECT(TrainTestBagsSplitter);


  // ********************************
  // *        Splitter methods      *
  // * (must be implemented in .cc) *
  // ********************************

  virtual int nsplits() const;

  virtual int nSetsPerSplit() const;

  virtual TVec<VMat> getSplit(int i=0);

};

// Declares a few other classes and functions related to this class
DECLARE_OBJECT_PTR(TrainTestBagsSplitter);
  
} // end of namespace PLearn

#endif

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