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Evaluation_8h.html
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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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<p>Provides some convenience functions to evaluate learners.
<a href="#details">More...</a></p>
<div class="textblock"><code>#include <Eigen/Core></code><br/>
</div>
<p><a href="Evaluation_8h_source.html">Go to the source code of this file.</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="namespaces"></a>
Namespaces</h2></td></tr>
<tr class="memitem:namespaceOpenANN"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html">OpenANN</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:aba5a61692e5d912aed03582f26bfc5f3"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#aba5a61692e5d912aed03582f26bfc5f3">OpenANN::sse</a> (Learner &learner, DataSet &dataSet)</td></tr>
<tr class="memdesc:aba5a61692e5d912aed03582f26bfc5f3"><td class="mdescLeft"> </td><td class="mdescRight">Sum of squared errors. <a href="#aba5a61692e5d912aed03582f26bfc5f3">More...</a><br/></td></tr>
<tr class="separator:aba5a61692e5d912aed03582f26bfc5f3"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a75380bea61f0844130aa03e0ab895367"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#a75380bea61f0844130aa03e0ab895367">OpenANN::mse</a> (Learner &learner, DataSet &dataSet)</td></tr>
<tr class="memdesc:a75380bea61f0844130aa03e0ab895367"><td class="mdescLeft"> </td><td class="mdescRight">Mean squared error. <a href="#a75380bea61f0844130aa03e0ab895367">More...</a><br/></td></tr>
<tr class="separator:a75380bea61f0844130aa03e0ab895367"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a09297b7d06f34d03b4f32278d89f8b9d"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#a09297b7d06f34d03b4f32278d89f8b9d">OpenANN::rmse</a> (Learner &learner, DataSet &dataSet)</td></tr>
<tr class="memdesc:a09297b7d06f34d03b4f32278d89f8b9d"><td class="mdescLeft"> </td><td class="mdescRight">Root mean squared error. <a href="#a09297b7d06f34d03b4f32278d89f8b9d">More...</a><br/></td></tr>
<tr class="separator:a09297b7d06f34d03b4f32278d89f8b9d"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a982471a553c0643fd5ddeb10a7e5e0af"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#a982471a553c0643fd5ddeb10a7e5e0af">OpenANN::ce</a> (Learner &learner, DataSet &dataSet)</td></tr>
<tr class="memdesc:a982471a553c0643fd5ddeb10a7e5e0af"><td class="mdescLeft"> </td><td class="mdescRight">Cross entropy. <a href="#a982471a553c0643fd5ddeb10a7e5e0af">More...</a><br/></td></tr>
<tr class="separator:a982471a553c0643fd5ddeb10a7e5e0af"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:aa5a9d7517649dc98526654535b1a8c1b"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#aa5a9d7517649dc98526654535b1a8c1b">OpenANN::accuracy</a> (Learner &learner, DataSet &dataSet)</td></tr>
<tr class="memdesc:aa5a9d7517649dc98526654535b1a8c1b"><td class="mdescLeft"> </td><td class="mdescRight">Accuracy. <a href="#aa5a9d7517649dc98526654535b1a8c1b">More...</a><br/></td></tr>
<tr class="separator:aa5a9d7517649dc98526654535b1a8c1b"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:ae87eb6e6734c876a15f0afcf674f5b25"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#ae87eb6e6734c876a15f0afcf674f5b25">OpenANN::weightedAccuracy</a> (Learner &learner, DataSet &dataSet, Eigen::VectorXd weights)</td></tr>
<tr class="memdesc:ae87eb6e6734c876a15f0afcf674f5b25"><td class="mdescLeft"> </td><td class="mdescRight">Accuracy on weighted data set. <a href="#ae87eb6e6734c876a15f0afcf674f5b25">More...</a><br/></td></tr>
<tr class="separator:ae87eb6e6734c876a15f0afcf674f5b25"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a1c120d1d24920f26321cf7b70d63537f"><td class="memItemLeft" align="right" valign="top">Eigen::MatrixXi </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#a1c120d1d24920f26321cf7b70d63537f">OpenANN::confusionMatrix</a> (Learner &learner, DataSet &dataSet)</td></tr>
<tr class="memdesc:a1c120d1d24920f26321cf7b70d63537f"><td class="mdescLeft"> </td><td class="mdescRight">Confusion matrix. <a href="#a1c120d1d24920f26321cf7b70d63537f">More...</a><br/></td></tr>
<tr class="separator:a1c120d1d24920f26321cf7b70d63537f"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:a0d6718ecac6999c6338f71a3423033ed"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#a0d6718ecac6999c6338f71a3423033ed">OpenANN::classificationHits</a> (Learner &learner, DataSet &dataSet)</td></tr>
<tr class="memdesc:a0d6718ecac6999c6338f71a3423033ed"><td class="mdescLeft"> </td><td class="mdescRight">Classification hits. <a href="#a0d6718ecac6999c6338f71a3423033ed">More...</a><br/></td></tr>
<tr class="separator:a0d6718ecac6999c6338f71a3423033ed"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:aaf6c544aad9db3a4ebd60bc1a3ed21d2"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#aaf6c544aad9db3a4ebd60bc1a3ed21d2">OpenANN::crossValidation</a> (int folds, Learner &learner, DataSet &dataSet, Optimizer &<a class="el" href="agent_8cpp.html#a189d622eb4f5c0a54c9e9d9e07f35568">opt</a>)</td></tr>
<tr class="memdesc:aaf6c544aad9db3a4ebd60bc1a3ed21d2"><td class="mdescLeft"> </td><td class="mdescRight">Cross-validation. <a href="#aaf6c544aad9db3a4ebd60bc1a3ed21d2">More...</a><br/></td></tr>
<tr class="separator:aaf6c544aad9db3a4ebd60bc1a3ed21d2"><td class="memSeparator" colspan="2"> </td></tr>
<tr class="memitem:aebb2763d1b8b94d66abbe47f416d3470"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="namespaceOpenANN.html#aebb2763d1b8b94d66abbe47f416d3470">OpenANN::oneOfCDecoding</a> (const Eigen::VectorXd &target)</td></tr>
<tr class="memdesc:aebb2763d1b8b94d66abbe47f416d3470"><td class="mdescLeft"> </td><td class="mdescRight">One-of-c decoding. <a href="#aebb2763d1b8b94d66abbe47f416d3470">More...</a><br/></td></tr>
<tr class="separator:aebb2763d1b8b94d66abbe47f416d3470"><td class="memSeparator" colspan="2"> </td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Provides some convenience functions to evaluate learners. </p>
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