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<title>MADlib: pred_metrics.sql_in File Reference</title>
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<div class="title">pred_metrics.sql_in File Reference</div> </div>
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<p>A collection of summary statistics to gauge model accuracy based on predicted values vs. ground-truth values.
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Functions</h2></td></tr>
<tr class="memitem:a62b746073072a8a7ab2e8b10189b3b8f"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a62b746073072a8a7ab2e8b10189b3b8f">mean_abs_error</a> (text table_in, text table_out, text prediction_col, text observed_col, text grouping_cols)</td></tr>
<tr class="memdesc:a62b746073072a8a7ab2e8b10189b3b8f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Mean Absolute Error. <a href="#a62b746073072a8a7ab2e8b10189b3b8f">More...</a><br /></td></tr>
<tr class="separator:a62b746073072a8a7ab2e8b10189b3b8f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5640dad3c1daee2ae20234cd6281e1f9"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a5640dad3c1daee2ae20234cd6281e1f9">mean_abs_error</a> (text table_in, text table_out, text prediction_col, text observed_col)</td></tr>
<tr class="separator:a5640dad3c1daee2ae20234cd6281e1f9"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="separator:a7b7cb1726f0c0630f6275f003a8b3c1f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac065af35e165ee070488e52ae6defeb4"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#ac065af35e165ee070488e52ae6defeb4">mean_abs_perc_error</a> (text table_in, text table_out, text prediction_col, text observed_col, text grouping_cols)</td></tr>
<tr class="memdesc:ac065af35e165ee070488e52ae6defeb4"><td class="mdescLeft">&#160;</td><td class="mdescRight">Mean Absolute Percentage Error. <a href="#ac065af35e165ee070488e52ae6defeb4">More...</a><br /></td></tr>
<tr class="separator:ac065af35e165ee070488e52ae6defeb4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a27125644edf424100624332dcc119458"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a27125644edf424100624332dcc119458">mean_abs_perc_error</a> (text table_in, text table_out, text prediction_col, text observed_col)</td></tr>
<tr class="separator:a27125644edf424100624332dcc119458"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="separator:a6a88be3e0b687fa54390f74897432f35"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="memitem:a000a818f3463898be8cb439ab12de657"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a000a818f3463898be8cb439ab12de657">mean_perc_error</a> (text table_in, text table_out, text prediction_col, text observed_col, text grouping_cols)</td></tr>
<tr class="memdesc:a000a818f3463898be8cb439ab12de657"><td class="mdescLeft">&#160;</td><td class="mdescRight">Mean Percentage Error. <a href="#a000a818f3463898be8cb439ab12de657">More...</a><br /></td></tr>
<tr class="separator:a000a818f3463898be8cb439ab12de657"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="separator:adcd1cee1d1abc41c4c8404e3dfe1e128"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="separator:ae5b776a2b671403b62a2b94a8de76574"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac171ed21c9230f7ac42fe5d0108362d6"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#ac171ed21c9230f7ac42fe5d0108362d6">mean_squared_error</a> (text table_in, text table_out, text prediction_col, text observed_col, text grouping_cols)</td></tr>
<tr class="memdesc:ac171ed21c9230f7ac42fe5d0108362d6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Mean Squared Error. <a href="#ac171ed21c9230f7ac42fe5d0108362d6">More...</a><br /></td></tr>
<tr class="separator:ac171ed21c9230f7ac42fe5d0108362d6"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ada2f6933ef0f9ecc6e40e0cdd48a2ff4"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#ada2f6933ef0f9ecc6e40e0cdd48a2ff4">mean_squared_error</a> (text table_in, text table_out, text prediction_col, text observed_col)</td></tr>
<tr class="separator:ada2f6933ef0f9ecc6e40e0cdd48a2ff4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9233da7d17f5a09bd345dcedabd5e509"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a9233da7d17f5a09bd345dcedabd5e509">mean_squared_error</a> (text message)</td></tr>
<tr class="separator:a9233da7d17f5a09bd345dcedabd5e509"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a335747f3e5c611fb426b693aa270d340"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a335747f3e5c611fb426b693aa270d340">mean_squared_error</a> ()</td></tr>
<tr class="separator:a335747f3e5c611fb426b693aa270d340"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2e00cc6c0666528b7ed420a89a3b6413"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a2e00cc6c0666528b7ed420a89a3b6413">r2_score</a> (text table_in, text table_out, text prediction_col, text observed_col, text grouping_cols)</td></tr>
<tr class="memdesc:a2e00cc6c0666528b7ed420a89a3b6413"><td class="mdescLeft">&#160;</td><td class="mdescRight">R2 Score. <a href="#a2e00cc6c0666528b7ed420a89a3b6413">More...</a><br /></td></tr>
<tr class="separator:a2e00cc6c0666528b7ed420a89a3b6413"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aee34887f9fe23e90cd130ec0c2666008"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#aee34887f9fe23e90cd130ec0c2666008">r2_score</a> (text table_in, text table_out, text prediction_col, text observed_col)</td></tr>
<tr class="separator:aee34887f9fe23e90cd130ec0c2666008"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0061e653014344317bd9a0e9f964a3e2"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a0061e653014344317bd9a0e9f964a3e2">r2_score</a> (text message)</td></tr>
<tr class="separator:a0061e653014344317bd9a0e9f964a3e2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae858a4cf95d805da71db17d1018d500f"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#ae858a4cf95d805da71db17d1018d500f">r2_score</a> ()</td></tr>
<tr class="separator:ae858a4cf95d805da71db17d1018d500f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a129d96c2f4645d026634d9e1826ed9a0"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a129d96c2f4645d026634d9e1826ed9a0">adjusted_r2_score</a> (text table_in, text table_out, text prediction_col, text observed_col, integer num_predictors, integer training_size, text grouping_cols)</td></tr>
<tr class="memdesc:a129d96c2f4645d026634d9e1826ed9a0"><td class="mdescLeft">&#160;</td><td class="mdescRight">Adjusted R2 Score. <a href="#a129d96c2f4645d026634d9e1826ed9a0">More...</a><br /></td></tr>
<tr class="separator:a129d96c2f4645d026634d9e1826ed9a0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad50bf1fb684d2e285ad26478f9a2aa84"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#ad50bf1fb684d2e285ad26478f9a2aa84">adjusted_r2_score</a> (text table_in, text table_out, text prediction_col, text observed_col, integer num_predictors, integer training_size)</td></tr>
<tr class="separator:ad50bf1fb684d2e285ad26478f9a2aa84"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="separator:a424d641abd6653a870f7a835778450c7"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a70d9e59f0f44519b173a82b9731e1cc1"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a70d9e59f0f44519b173a82b9731e1cc1">adjusted_r2_score</a> ()</td></tr>
<tr class="separator:a70d9e59f0f44519b173a82b9731e1cc1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aedc849fa15c7c788cf17bb74244082a0"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#aedc849fa15c7c788cf17bb74244082a0">binary_classifier</a> (text table_in, text table_out, text prediction_col, text observed_col, text grouping_cols)</td></tr>
<tr class="memdesc:aedc849fa15c7c788cf17bb74244082a0"><td class="mdescLeft">&#160;</td><td class="mdescRight">Binary Classifier. <a href="#aedc849fa15c7c788cf17bb74244082a0">More...</a><br /></td></tr>
<tr class="separator:aedc849fa15c7c788cf17bb74244082a0"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="separator:afe32ecfa017b25b544654bf3c5836efc"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="separator:a1687dbb9561ff60738a1549a37c1fe73"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac9a3057fb15ed515509de58c829bb591"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#ac9a3057fb15ed515509de58c829bb591">area_under_roc</a> (text table_in, text table_out, text prediction_col, text observed_col, text grouping_cols)</td></tr>
<tr class="memdesc:ac9a3057fb15ed515509de58c829bb591"><td class="mdescLeft">&#160;</td><td class="mdescRight">Area under ROC Curve. <a href="#ac9a3057fb15ed515509de58c829bb591">More...</a><br /></td></tr>
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<tr class="separator:a9c0f1d6fa8ac88b1151710795d762e47"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<tr class="separator:a92da7daab6584c8981b85a3c4f830c3b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a341c337551c0bf8785093b48bbf10cc9"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a341c337551c0bf8785093b48bbf10cc9">area_under_roc</a> ()</td></tr>
<tr class="separator:a341c337551c0bf8785093b48bbf10cc9"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3a6234adcb53ff4f77620774f0c7c054"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#a3a6234adcb53ff4f77620774f0c7c054">confusion_matrix</a> (text table_in, text table_out, text prediction_col, text observed_col)</td></tr>
<tr class="memdesc:a3a6234adcb53ff4f77620774f0c7c054"><td class="mdescLeft">&#160;</td><td class="mdescRight">Confusion Matrix. <a href="#a3a6234adcb53ff4f77620774f0c7c054">More...</a><br /></td></tr>
<tr class="separator:a3a6234adcb53ff4f77620774f0c7c054"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad66709b77e74920ee9711cda1617a273"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#ad66709b77e74920ee9711cda1617a273">confusion_matrix</a> (text message)</td></tr>
<tr class="separator:ad66709b77e74920ee9711cda1617a273"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa70c6d5ca1ac9d4e6504f15f6b19a9e4"><td class="memItemLeft" align="right" valign="top">text&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="pred__metrics_8sql__in.html#aa70c6d5ca1ac9d4e6504f15f6b19a9e4">confusion_matrix</a> ()</td></tr>
<tr class="separator:aa70c6d5ca1ac9d4e6504f15f6b19a9e4"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at</p>
<p><a href="http://www.apache.org/licenses/LICENSE-2.0">http://www.apache.org/licenses/LICENSE-2.0</a></p>
<p>Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.</p>
<dl class="section date"><dt>Date</dt><dd>April 2016 </dd></dl>
</div><h2 class="groupheader">Function Documentation</h2>
<a id="a129d96c2f4645d026634d9e1826ed9a0"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a129d96c2f4645d026634d9e1826ed9a0">&#9670;&nbsp;</a></span>adjusted_r2_score() <span class="overload">[1/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void adjusted_r2_score </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>num_predictors</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>training_size</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">num_predictors</td><td>The number of parameters in the predicting model, not counting the constant term. </td></tr>
<tr><td class="paramname">training_size</td><td>The number of rows used for training, excluding any NULL rows. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="ad50bf1fb684d2e285ad26478f9a2aa84"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ad50bf1fb684d2e285ad26478f9a2aa84">&#9670;&nbsp;</a></span>adjusted_r2_score() <span class="overload">[2/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void adjusted_r2_score </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>num_predictors</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">integer&#160;</td>
<td class="paramname"><em>training_size</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a424d641abd6653a870f7a835778450c7"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a424d641abd6653a870f7a835778450c7">&#9670;&nbsp;</a></span>adjusted_r2_score() <span class="overload">[3/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text adjusted_r2_score </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a70d9e59f0f44519b173a82b9731e1cc1"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a70d9e59f0f44519b173a82b9731e1cc1">&#9670;&nbsp;</a></span>adjusted_r2_score() <span class="overload">[4/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
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<td class="memname">text adjusted_r2_score </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ac9a3057fb15ed515509de58c829bb591"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac9a3057fb15ed515509de58c829bb591">&#9670;&nbsp;</a></span>area_under_roc() <span class="overload">[1/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
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<td class="memname">void area_under_roc </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="a9c0f1d6fa8ac88b1151710795d762e47"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a9c0f1d6fa8ac88b1151710795d762e47">&#9670;&nbsp;</a></span>area_under_roc() <span class="overload">[2/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void area_under_roc </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a92da7daab6584c8981b85a3c4f830c3b"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a92da7daab6584c8981b85a3c4f830c3b">&#9670;&nbsp;</a></span>area_under_roc() <span class="overload">[3/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text area_under_roc </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a341c337551c0bf8785093b48bbf10cc9"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a341c337551c0bf8785093b48bbf10cc9">&#9670;&nbsp;</a></span>area_under_roc() <span class="overload">[4/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text area_under_roc </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="aedc849fa15c7c788cf17bb74244082a0"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aedc849fa15c7c788cf17bb74244082a0">&#9670;&nbsp;</a></span>binary_classifier() <span class="overload">[1/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void binary_classifier </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="a41dff9da82f7a1a421ed58f183eb6651"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a41dff9da82f7a1a421ed58f183eb6651">&#9670;&nbsp;</a></span>binary_classifier() <span class="overload">[2/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void binary_classifier </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="afe32ecfa017b25b544654bf3c5836efc"></a>
<h2 class="memtitle"><span class="permalink"><a href="#afe32ecfa017b25b544654bf3c5836efc">&#9670;&nbsp;</a></span>binary_classifier() <span class="overload">[3/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
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<td class="memname">text binary_classifier </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a1687dbb9561ff60738a1549a37c1fe73"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a1687dbb9561ff60738a1549a37c1fe73">&#9670;&nbsp;</a></span>binary_classifier() <span class="overload">[4/4]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text binary_classifier </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a3a6234adcb53ff4f77620774f0c7c054"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3a6234adcb53ff4f77620774f0c7c054">&#9670;&nbsp;</a></span>confusion_matrix() <span class="overload">[1/3]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void confusion_matrix </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="ad66709b77e74920ee9711cda1617a273"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ad66709b77e74920ee9711cda1617a273">&#9670;&nbsp;</a></span>confusion_matrix() <span class="overload">[2/3]</span></h2>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname">text confusion_matrix </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="aa70c6d5ca1ac9d4e6504f15f6b19a9e4"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aa70c6d5ca1ac9d4e6504f15f6b19a9e4">&#9670;&nbsp;</a></span>confusion_matrix() <span class="overload">[3/3]</span></h2>
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<table class="memname">
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<td class="memname">text confusion_matrix </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a62b746073072a8a7ab2e8b10189b3b8f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a62b746073072a8a7ab2e8b10189b3b8f">&#9670;&nbsp;</a></span>mean_abs_error() <span class="overload">[1/4]</span></h2>
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<div class="memproto">
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<td class="memname">void mean_abs_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="a5640dad3c1daee2ae20234cd6281e1f9"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a5640dad3c1daee2ae20234cd6281e1f9">&#9670;&nbsp;</a></span>mean_abs_error() <span class="overload">[2/4]</span></h2>
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<td class="memname">void mean_abs_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ad9bcfc60fa213b640b6892609cda87ef"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ad9bcfc60fa213b640b6892609cda87ef">&#9670;&nbsp;</a></span>mean_abs_error() <span class="overload">[3/4]</span></h2>
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<td class="memname">text mean_abs_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a7b7cb1726f0c0630f6275f003a8b3c1f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a7b7cb1726f0c0630f6275f003a8b3c1f">&#9670;&nbsp;</a></span>mean_abs_error() <span class="overload">[4/4]</span></h2>
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<td class="memname">text mean_abs_error </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
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<h2 class="memtitle"><span class="permalink"><a href="#ac065af35e165ee070488e52ae6defeb4">&#9670;&nbsp;</a></span>mean_abs_perc_error() <span class="overload">[1/4]</span></h2>
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<td class="memname">void mean_abs_perc_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="a27125644edf424100624332dcc119458"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a27125644edf424100624332dcc119458">&#9670;&nbsp;</a></span>mean_abs_perc_error() <span class="overload">[2/4]</span></h2>
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<tr>
<td class="memname">void mean_abs_perc_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a6a88be3e0b687fa54390f74897432f35"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a6a88be3e0b687fa54390f74897432f35">&#9670;&nbsp;</a></span>mean_abs_perc_error() <span class="overload">[3/4]</span></h2>
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<td class="memname">text mean_abs_perc_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a358ac764059e162baa03b3786328ef03"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a358ac764059e162baa03b3786328ef03">&#9670;&nbsp;</a></span>mean_abs_perc_error() <span class="overload">[4/4]</span></h2>
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<td class="memname">text mean_abs_perc_error </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a000a818f3463898be8cb439ab12de657"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a000a818f3463898be8cb439ab12de657">&#9670;&nbsp;</a></span>mean_perc_error() <span class="overload">[1/4]</span></h2>
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<td class="memname">void mean_perc_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="adcd1cee1d1abc41c4c8404e3dfe1e128"></a>
<h2 class="memtitle"><span class="permalink"><a href="#adcd1cee1d1abc41c4c8404e3dfe1e128">&#9670;&nbsp;</a></span>mean_perc_error() <span class="overload">[2/4]</span></h2>
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<td class="memname">void mean_perc_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a3011fb3e57a5606959da30aac0abd801"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3011fb3e57a5606959da30aac0abd801">&#9670;&nbsp;</a></span>mean_perc_error() <span class="overload">[3/4]</span></h2>
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<td class="memname">text mean_perc_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ae5b776a2b671403b62a2b94a8de76574"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae5b776a2b671403b62a2b94a8de76574">&#9670;&nbsp;</a></span>mean_perc_error() <span class="overload">[4/4]</span></h2>
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<td class="memname">text mean_perc_error </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ac171ed21c9230f7ac42fe5d0108362d6"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac171ed21c9230f7ac42fe5d0108362d6">&#9670;&nbsp;</a></span>mean_squared_error() <span class="overload">[1/4]</span></h2>
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<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void mean_squared_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="ada2f6933ef0f9ecc6e40e0cdd48a2ff4"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ada2f6933ef0f9ecc6e40e0cdd48a2ff4">&#9670;&nbsp;</a></span>mean_squared_error() <span class="overload">[2/4]</span></h2>
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<table class="memname">
<tr>
<td class="memname">void mean_squared_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a9233da7d17f5a09bd345dcedabd5e509"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a9233da7d17f5a09bd345dcedabd5e509">&#9670;&nbsp;</a></span>mean_squared_error() <span class="overload">[3/4]</span></h2>
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<tr>
<td class="memname">text mean_squared_error </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a335747f3e5c611fb426b693aa270d340"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a335747f3e5c611fb426b693aa270d340">&#9670;&nbsp;</a></span>mean_squared_error() <span class="overload">[4/4]</span></h2>
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<table class="memname">
<tr>
<td class="memname">text mean_squared_error </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a2e00cc6c0666528b7ed420a89a3b6413"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a2e00cc6c0666528b7ed420a89a3b6413">&#9670;&nbsp;</a></span>r2_score() <span class="overload">[1/4]</span></h2>
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<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void r2_score </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>grouping_cols</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<dl class="params"><dt>Parameters</dt><dd>
<table class="params">
<tr><td class="paramname">table_in</td><td>Name of the input table. </td></tr>
<tr><td class="paramname">table_out</td><td>Name of the output table. </td></tr>
<tr><td class="paramname">prediction_col</td><td>Name of the column of predicted values from input table. </td></tr>
<tr><td class="paramname">observed_col</td><td>Name of the column of observed values from input table. </td></tr>
<tr><td class="paramname">grouping_cols</td><td>Name of the column of grouping values from input table. </td></tr>
</table>
</dd>
</dl>
</div>
</div>
<a id="aee34887f9fe23e90cd130ec0c2666008"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aee34887f9fe23e90cd130ec0c2666008">&#9670;&nbsp;</a></span>r2_score() <span class="overload">[2/4]</span></h2>
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<div class="memproto">
<table class="memname">
<tr>
<td class="memname">void r2_score </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_in</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>table_out</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>prediction_col</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>observed_col</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="a0061e653014344317bd9a0e9f964a3e2"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a0061e653014344317bd9a0e9f964a3e2">&#9670;&nbsp;</a></span>r2_score() <span class="overload">[3/4]</span></h2>
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<table class="memname">
<tr>
<td class="memname">text r2_score </td>
<td>(</td>
<td class="paramtype">text&#160;</td>
<td class="paramname"><em>message</em></td><td>)</td>
<td></td>
</tr>
</table>
</div><div class="memdoc">
</div>
</div>
<a id="ae858a4cf95d805da71db17d1018d500f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae858a4cf95d805da71db17d1018d500f">&#9670;&nbsp;</a></span>r2_score() <span class="overload">[4/4]</span></h2>
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<tr>
<td class="memname">text r2_score </td>
<td>(</td>
<td class="paramname"></td><td>)</td>
<td></td>
</tr>
</table>
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