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<h1>itkBatchSupervisedTrainingFunction.h</h1><a href="itkBatchSupervisedTrainingFunction_8h.html">Go to the documentation of this file.</a><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001 <span class="comment">/*=========================================================================</span>
<a name="l00002"></a>00002 <span class="comment"></span>
<a name="l00003"></a>00003 <span class="comment"> Program: Insight Segmentation & Registration Toolkit</span>
<a name="l00004"></a>00004 <span class="comment"> Module: $RCSfile: itkBatchSupervisedTrainingFunction.h,v $</span>
<a name="l00005"></a>00005 <span class="comment"> Language: C++</span>
<a name="l00006"></a>00006 <span class="comment"> Date: $Date: 2009-01-24 21:33:49 $</span>
<a name="l00007"></a>00007 <span class="comment"> Version: $Revision: 1.4 $</span>
<a name="l00008"></a>00008 <span class="comment"></span>
<a name="l00009"></a>00009 <span class="comment"> Copyright (c) Insight Software Consortium. All rights reserved.</span>
<a name="l00010"></a>00010 <span class="comment"> See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.</span>
<a name="l00011"></a>00011 <span class="comment"></span>
<a name="l00012"></a>00012 <span class="comment"> This software is distributed WITHOUT ANY WARRANTY; without even </span>
<a name="l00013"></a>00013 <span class="comment"> the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR </span>
<a name="l00014"></a>00014 <span class="comment"> PURPOSE. See the above copyright notices for more information.</span>
<a name="l00015"></a>00015 <span class="comment"></span>
<a name="l00016"></a>00016 <span class="comment">=========================================================================*/</span>
<a name="l00017"></a>00017 <span class="preprocessor">#ifndef __itkBatchSupervisedTrainingFunction_h</span>
<a name="l00018"></a>00018 <span class="preprocessor"></span><span class="preprocessor">#define __itkBatchSupervisedTrainingFunction_h</span>
<a name="l00019"></a>00019 <span class="preprocessor"></span>
<a name="l00020"></a>00020 <span class="preprocessor">#include "<a class="code" href="itkTrainingFunctionBase_8h.html">itkTrainingFunctionBase.h</a>"</span>
<a name="l00021"></a>00021
<a name="l00022"></a>00022 <span class="keyword">namespace </span>itk
<a name="l00023"></a>00023 {
<a name="l00024"></a>00024 <span class="keyword">namespace </span>Statistics
<a name="l00025"></a>00025 {
<a name="l00026"></a>00026
<a name="l00027"></a>00027 <span class="keyword">template</span><<span class="keyword">class</span> TSample, <span class="keyword">class</span> TTargetVector, <span class="keyword">class</span> ScalarType>
<a name="l00028"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html">00028</a> <span class="keyword">class </span><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html">BatchSupervisedTrainingFunction</a> : <span class="keyword">public</span> <a class="code" href="classitk_1_1Statistics_1_1TrainingFunctionBase.html">TrainingFunctionBase</a><TSample, TTargetVector, ScalarType>
<a name="l00029"></a>00029 {
<a name="l00030"></a>00030 <span class="keyword">public</span>:
<a name="l00031"></a>00031
<a name="l00032"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#61cba44f97d7aa5e4729fd33e5cf0f0d">00032</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html">BatchSupervisedTrainingFunction</a> <a class="code" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">Self</a>;
<a name="l00033"></a>00033 <span class="keyword">typedef</span> <a class="code" href="classitk_1_1Statistics_1_1TrainingFunctionBase.html">TrainingFunctionBase<TSample, TTargetVector, ScalarType></a>
<a name="l00034"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#d7dbd81d4c858c07956a5b7c02877d75">00034</a> <a class="code" href="classitk_1_1Object.html" title="Base class for most itk classes.">Superclass</a>;
<a name="l00035"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#2b74a0b58c0185dfdaed3b19b943de3d">00035</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1SmartPointer.html">SmartPointer<Self></a> <a class="code" href="classitk_1_1SmartPointer.html">Pointer</a>;
<a name="l00036"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#2e746a8069e934bc5c68a1994f4b303d">00036</a> <span class="keyword">typedef</span> <a class="code" href="classitk_1_1SmartPointer.html">SmartPointer<const Self></a> <a class="code" href="classitk_1_1SmartPointer.html">ConstPointer</a>;
<a name="l00037"></a>00037
<a name="l00039"></a>00039 <a class="code" href="itkMacro_8h.html#574c1f86661d409dd32c742307a0e96a">itkTypeMacro</a>(<a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html">BatchSupervisedTrainingFunction</a>, <a class="code" href="classitk_1_1Statistics_1_1TrainingFunctionBase.html">TrainingFunctionBase</a>);
<a name="l00040"></a>00040
<a name="l00042"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#2b025a45510308681c52517b80bffca3">00042</a> <a class="code" href="itkMacro_8h.html#0fdc15685afa271857c57e7cd482f30c">itkNewMacro</a>(<a class="code" href="classitk_1_1LightObject.html" title="Light weight base class for most itk classes.">Self</a>);
<a name="l00043"></a>00043
<a name="l00044"></a>00044 <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1TrainingFunctionBase.html#06f52a3aafc41b3b8fee92c139507df3">Superclass::NetworkType</a> <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#2b025a45510308681c52517b80bffca3">NetworkType</a>;
<a name="l00045"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#b21f19315eae09fe023c60c198daaa1b">00045</a> <span class="keyword">typedef</span> <span class="keyword">typename</span> <a class="code" href="classitk_1_1Statistics_1_1TrainingFunctionBase.html#578f31dec4b605af8ef7f3258da2941c">Superclass::InternalVectorType</a> <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#b21f19315eae09fe023c60c198daaa1b">InternalVectorType</a>;
<a name="l00046"></a>00046
<a name="l00048"></a>00048 <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#40dbdeaee0758db21253510f69661f20">SetNumOfIterations</a>(<span class="keywordtype">long</span> i);
<a name="l00049"></a>00049
<a name="l00050"></a>00050 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#9594b6e71a3fe26111202780a85765c1">Train</a>(<a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#2b025a45510308681c52517b80bffca3">NetworkType</a>* net, TSample* samples, TTargetVector* targets);
<a name="l00051"></a>00051
<a name="l00052"></a>00052 <a class="code" href="itkMacro_8h.html#7ebdd33cc5e7d74720ced9099c034faa">itkSetMacro</a>(Threshold, ScalarType);
<a name="l00053"></a>00053
<a name="l00054"></a>00054 <span class="keyword">protected</span>:
<a name="l00055"></a>00055
<a name="l00056"></a>00056 <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#6242033ccfb0810e573c640be40e7d15">BatchSupervisedTrainingFunction</a>();
<a name="l00057"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#0a0a07457f0d022ed1527b9d65b1e69f">00057</a> <span class="keyword">virtual</span> <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#0a0a07457f0d022ed1527b9d65b1e69f">~BatchSupervisedTrainingFunction</a>(){};
<a name="l00058"></a>00058
<a name="l00060"></a>00060 <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#43bc19ffcd730fac9775bdeb8ef93b9d">PrintSelf</a>( std::ostream& os, <a class="code" href="classitk_1_1Indent.html" title="Control indentation during Print() invocation.">Indent</a> indent ) <span class="keyword">const</span>;
<a name="l00061"></a>00061
<a name="l00062"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#88ff677f45dfe5679af6f1aa1210a666">00062</a> ScalarType <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#88ff677f45dfe5679af6f1aa1210a666">m_Threshold</a>;
<a name="l00063"></a><a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#f4d3c893f0912d0f66c965381d279324">00063</a> <span class="keywordtype">bool</span> <a class="code" href="classitk_1_1Statistics_1_1BatchSupervisedTrainingFunction.html#f4d3c893f0912d0f66c965381d279324">m_Stop</a>; <span class="comment">//stop condition</span>
<a name="l00064"></a>00064 };
<a name="l00065"></a>00065
<a name="l00066"></a>00066 } <span class="comment">// end namespace Statistics</span>
<a name="l00067"></a>00067 } <span class="comment">// end namespace itk</span>
<a name="l00068"></a>00068
<a name="l00069"></a>00069 <span class="preprocessor">#ifndef ITK_MANUAL_INSTANTIATION</span>
<a name="l00070"></a>00070 <span class="preprocessor"></span><span class="preprocessor"> #include "itkBatchSupervisedTrainingFunction.txx"</span>
<a name="l00071"></a>00071 <span class="preprocessor">#endif</span>
<a name="l00072"></a>00072 <span class="preprocessor"></span>
<a name="l00073"></a>00073 <span class="preprocessor">#endif</span>
<a name="l00074"></a>00074 <span class="preprocessor"></span>
</pre></div></div>
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