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<div id="projectname">OpenANN
 <span id="projectnumber">1.1.0</span>
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<div id="projectbrief">An open source library for artificial neural networks.</div>
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<div class="title">AdaBoost.h</div> </div>
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<a href="AdaBoost_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="preprocessor">#ifndef OPENANN_ADABOOST_H_</span></div>
<div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="preprocessor"></span><span class="preprocessor">#define OPENANN_ADABOOST_H_</span></div>
<div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="preprocessor"></span></div>
<div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="preprocessor">#include <<a class="code" href="EnsembleLearner_8h.html">OpenANN/EnsembleLearner.h</a>></span></div>
<div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#include <list></span></div>
<div class="line"><a name="l00006"></a><span class="lineno"> 6</span> </div>
<div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="keyword">namespace </span>OpenANN</div>
<div class="line"><a name="l00008"></a><span class="lineno"> 8</span> {</div>
<div class="line"><a name="l00009"></a><span class="lineno"> 9</span> </div>
<div class="line"><a name="l00023"></a><span class="lineno"><a class="code" href="classOpenANN_1_1AdaBoost.html"> 23</a></span> <span class="keyword">class </span><a class="code" href="classOpenANN_1_1AdaBoost.html" title="Adaptive Boosting. ">AdaBoost</a> : <span class="keyword">public</span> <a class="code" href="classOpenANN_1_1EnsembleLearner.html">EnsembleLearner</a></div>
<div class="line"><a name="l00024"></a><span class="lineno"> 24</span> {</div>
<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  std::list<Learner*> models;</div>
<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <a class="code" href="classOpenANN_1_1Optimizer.html" title="The common interface of all optimization algorithms. ">Optimizer</a>* optimizer;</div>
<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  Eigen::VectorXd modelWeights;</div>
<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="keywordtype">int</span> F;</div>
<div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="keyword">public</span>:</div>
<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <a class="code" href="classOpenANN_1_1AdaBoost.html#a791d662d4bb1e77dda12ce74bb88bcdf">AdaBoost</a>();</div>
<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>  Eigen::VectorXd <a class="code" href="classOpenANN_1_1AdaBoost.html#afe3e088a9f0cc329d9a56d894fe1c1d4" title="Get weights of the models. ">getWeights</a>();</div>
<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="keyword">virtual</span> <a class="code" href="classOpenANN_1_1EnsembleLearner.html">EnsembleLearner</a>& <a class="code" href="classOpenANN_1_1AdaBoost.html#ad772df576bb03dfb99e8ae031276c547">addLearner</a>(<a class="code" href="classOpenANN_1_1Learner.html" title="Common base class of all learning algorithms. ">Learner</a>& learner);</div>
<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <span class="keyword">virtual</span> <a class="code" href="classOpenANN_1_1EnsembleLearner.html">EnsembleLearner</a>& <a class="code" href="classOpenANN_1_1AdaBoost.html#a451abba12c5843e13a28b5fd81dec7e3">setOptimizer</a>(<a class="code" href="classOpenANN_1_1Optimizer.html" title="The common interface of all optimization algorithms. ">Optimizer</a>& optimizer);</div>
<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <span class="keyword">virtual</span> <a class="code" href="classOpenANN_1_1EnsembleLearner.html">EnsembleLearner</a>& <a class="code" href="classOpenANN_1_1AdaBoost.html#a7efe776318621a15ca0bf7611cc2bcd0">train</a>(<a class="code" href="classOpenANN_1_1DataSet.html" title="Data set interface. ">DataSet</a>& dataSet);</div>
<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <span class="keyword">virtual</span> Eigen::MatrixXd <a class="code" href="classOpenANN_1_1AdaBoost.html#accd2ae2367eb0c8f94cea8673bc56e21">operator()</a>(Eigen::MatrixXd& <a class="code" href="namespacesine.html#a480b21bfa9a8de67d85f8b3c5c471d3c">X</a>);</div>
<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>  <span class="keyword">virtual</span> Eigen::VectorXd <a class="code" href="classOpenANN_1_1AdaBoost.html#accd2ae2367eb0c8f94cea8673bc56e21">operator()</a>(Eigen::VectorXd& x);</div>
<div class="line"><a name="l00041"></a><span class="lineno"> 41</span> };</div>
<div class="line"><a name="l00042"></a><span class="lineno"> 42</span> </div>
<div class="line"><a name="l00043"></a><span class="lineno"> 43</span> } <span class="comment">// namespace OpenANN</span></div>
<div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div>
<div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="preprocessor">#endif // OPENANN_ADABOOST_H_</span></div>
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