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<title>MADlib: Model Selection</title>
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<div id="projectbrief">User Documentation for MADlib</div>
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<a href="#groups">Modules</a> </div>
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<div class="title">Model Selection</div> </div>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<p>Contains functions for model selection and model evaluation. </p>
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Modules</h2></td></tr>
<tr class="memitem:group__grp__validation"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__grp__validation.html">Cross Validation</a></td></tr>
<tr class="memdesc:group__grp__validation"><td class="mdescLeft">&#160;</td><td class="mdescRight">Estimates the fit of a predictive model given a data set and specifications for the training, prediction, and error estimation functions. <br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:group__grp__pred"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__grp__pred.html">Prediction Metrics</a></td></tr>
<tr class="memdesc:group__grp__pred"><td class="mdescLeft">&#160;</td><td class="mdescRight">Provides various prediction accuracy metrics. <br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:group__grp__train__test__split"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__grp__train__test__split.html">Train-Test Split</a></td></tr>
<tr class="memdesc:group__grp__train__test__split"><td class="mdescLeft">&#160;</td><td class="mdescRight">A method for splitting a data set into separate training and testing sets. <br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
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