PLearn 0.1
TransformOutputLearner.h
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00001 // -*- C++ -*-
00002 
00003 // plearn_learners/generic/TransformOutputLearner.h
00004 //
00005 // Copyright (C) 2007 Frederic Bastien
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 // Authors: Frederic Bastien
00036 
00040 #ifndef TransformOutputLearner_INC
00041 #define TransformOutputLearner_INC
00042 
00043 #include <plearn_learners/generic/EmbeddedLearner.h>
00044 
00045 namespace PLearn {
00046 
00057 class TransformOutputLearner : public EmbeddedLearner
00058 {
00059     typedef EmbeddedLearner inherited;
00060 
00061 public:
00062     //#####  Public Build Options  ############################################
00063 
00066     
00068     int output_function;
00069 
00070 public:
00071     //#####  Public Member Functions  #########################################
00072 
00074     // ### Make sure the implementation in the .cc
00075     // ### initializes all fields to reasonable default values.
00076     TransformOutputLearner();
00077 
00078 
00079     //#####  PLearner Member Functions  #######################################
00080 
00082     // (PLEASE IMPLEMENT IN .cc)
00083     virtual void computeOutput(const Vec& input, Vec& output) const;
00084 
00086     // (PLEASE IMPLEMENT IN .cc)
00087     virtual void computeCostsFromOutputs(const Vec& input, const Vec& output,
00088                                          const Vec& target, Vec& costs) const;
00089 
00090     virtual void computeOutputAndCosts(const Vec& input, const Vec& target,
00091                                        Vec& output, Vec& costs) const;
00092 
00093     virtual void test(VMat testset, PP<VecStatsCollector> test_stats,
00094                       VMat testoutputs, VMat testcosts) const;
00095     virtual int outputsize() const;
00096 
00097     //#####  PLearn::Object Protocol  #########################################
00098 
00099     // Declares other standard object methods.
00100     // ### If your class is not instantiatable (it has pure virtual methods)
00101     // ### you should replace this by PLEARN_DECLARE_ABSTRACT_OBJECT_METHODS
00102     PLEARN_DECLARE_OBJECT(TransformOutputLearner);
00103 
00104     // Simply calls inherited::build() then build_()
00105     virtual void build();
00106 
00107 
00108 protected:
00109     //#####  Protected Member Functions  ######################################
00110 
00112     // (PLEASE IMPLEMENT IN .cc)
00113     static void declareOptions(OptionList& ol);
00114 
00115 private:
00116     //#####  Private Member Functions  ########################################
00117 
00119     // (PLEASE IMPLEMENT IN .cc)
00120     void build_();
00121 
00122 private:
00123     //#####  Private Data Members  ############################################
00124 
00125     // The rest of the private stuff goes here
00126 
00127 //    static Vec tmp_output;
00128     mutable Vec tmp_output2;
00129     mutable bool warning0;
00130     mutable bool warning1;
00131 };
00132 
00133 // Declares a few other classes and functions related to this class
00134 DECLARE_OBJECT_PTR(TransformOutputLearner);
00135 
00136 } // end of namespace PLearn
00137 
00138 #endif
00139 
00140 
00141 /*
00142   Local Variables:
00143   mode:c++
00144   c-basic-offset:4
00145   c-file-style:"stroustrup"
00146   c-file-offsets:((innamespace . 0)(inline-open . 0))
00147   indent-tabs-mode:nil
00148   fill-column:79
00149   End:
00150 */
00151 // vim: filetype=cpp:expandtab:shiftwidth=4:tabstop=8:softtabstop=4:encoding=utf-8:textwidth=79 :
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