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Train.h

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00001 // -*- C++ -*- 00002 00003 // Train.h 00004 // 00005 // Copyright (C) 2004 Martin Monperrus 00006 // 00007 // Redistribution and use in source and binary forms, with or without 00008 // modification, are permitted provided that the following conditions are met: 00009 // 00010 // 1. Redistributions of source code must retain the above copyright 00011 // notice, this list of conditions and the following disclaimer. 00012 // 00013 // 2. Redistributions in binary form must reproduce the above copyright 00014 // notice, this list of conditions and the following disclaimer in the 00015 // documentation and/or other materials provided with the distribution. 00016 // 00017 // 3. The name of the authors may not be used to endorse or promote 00018 // products derived from this software without specific prior written 00019 // permission. 00020 // 00021 // THIS SOFTWARE IS PROVIDED BY THE AUTHORS ``AS IS'' AND ANY EXPRESS OR 00022 // IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES 00023 // OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN 00024 // NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, 00025 // SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED 00026 // TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR 00027 // PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF 00028 // LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING 00029 // NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS 00030 // SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 00031 // 00032 // This file is part of the PLearn library. For more information on the PLearn 00033 // library, go to the PLearn Web site at www.plearn.org 00034 00035 /* ******************************************************* 00036 * $Id: Train.h,v 1.1 2004/08/05 13:52:18 monperrm Exp $ 00037 ******************************************************* */ 00038 00039 // Authors: Martin Monperrus 00040 00044 #ifndef Train_INC 00045 #define Train_INC 00046 00047 #include "plearn/base/Object.h" 00048 #include "plearn_learners/generic/PLearner.h" 00049 00050 namespace PLearn { 00051 using namespace std; 00052 00053 class Train: public Object 00054 { 00055 00056 private: 00057 00058 typedef Object inherited; 00059 00060 protected: 00061 // ********************* 00062 // * protected options * 00063 // ********************* 00064 00065 // ### declare protected option fields (such as learnt parameters) here 00066 // ... 00067 00068 public: 00069 00070 // ************************ 00071 // * public build options * 00072 // ************************ 00073 PP<PLearner> learner; 00074 //string dataset; 00075 string psave; 00076 VMat trainset; 00077 00078 void run(); 00079 // ### declare public option fields (such as build options) here 00080 // ... 00081 00082 // **************** 00083 // * Constructors * 00084 // **************** 00085 00087 // ### Make sure the implementation in the .cc 00088 // ### initializes all fields to reasonable default values. 00089 Train(); 00090 00091 00092 // ****************** 00093 // * Object methods * 00094 // ****************** 00095 00096 private: 00098 // (PLEASE IMPLEMENT IN .cc) 00099 void build_(); 00100 00101 protected: 00103 // (PLEASE IMPLEMENT IN .cc) 00104 static void declareOptions(OptionList& ol); 00105 00106 public: 00107 // Declares other standard object methods. 00108 // ### If your class is not instantiatable (it has pure virtual methods) 00109 // ### you should replace this by PLEARN_DECLARE_ABSTRACT_OBJECT_METHODS 00110 PLEARN_DECLARE_OBJECT(Train); 00111 00112 // simply calls inherited::build() then build_() 00113 virtual void build(); 00114 00116 // (PLEASE IMPLEMENT IN .cc) 00117 virtual void makeDeepCopyFromShallowCopy(map<const void*, void*>& copies); 00118 00119 }; 00120 00121 // Declares a few other classes and functions related to this class 00122 DECLARE_OBJECT_PTR(Train); 00123 00124 } // end of namespace PLearn 00125 00126 #endif

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