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<!DOCTYPE html>
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<head>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.3.1/jquery.min.js"></script>
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<div class="col-md-8">
<h3 class="my-3">Basic data information</h3>
<ul>
<li>2099 observations</li>
<li>7 columns</li>
</ul>
</div>
<div class="col-md-4" >
<h3 class="my-3">Explainers</h3>
<ul><li>Random Forest v7 <a href='explainers/Random Forest v7.rda'>(download)</a></li><li>Generalized Boosted Models <a href='explainers/Generalized Boosted Models.rda'>(download)</a></li><li>Support Vector Machines <a href='explainers/Support Vector Machines.rda'>(download)</a></li><li>k-Nearest Neighbours <a href='explainers/k-Nearest Neighbours.rda'>(download)</a></li></ul>
</div>
</div>
<hr>
<div class="text-center">
<h3 class="my-3">Summaries for numerical variables</h3>
<br>
<table class="table table-responsive table-bordered table-hover" style="margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> </th>
<th style="text-align:right;"> vars </th>
<th style="text-align:right;"> n </th>
<th style="text-align:right;"> mean </th>
<th style="text-align:right;"> sd </th>
<th style="text-align:right;"> median </th>
<th style="text-align:right;"> trimmed </th>
<th style="text-align:right;"> mad </th>
<th style="text-align:right;"> min </th>
<th style="text-align:right;"> max </th>
<th style="text-align:right;"> range </th>
<th style="text-align:right;"> skew </th>
<th style="text-align:right;"> kurtosis </th>
<th style="text-align:right;"> se </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> age </td>
<td style="text-align:right;"> 1 </td>
<td style="text-align:right;"> 2099 </td>
<td style="text-align:right;"> 30.5235827 </td>
<td style="text-align:right;"> 12.1904498 </td>
<td style="text-align:right;"> 29.00 </td>
<td style="text-align:right;"> 29.9756098 </td>
<td style="text-align:right;"> 10.37820 </td>
<td style="text-align:right;"> 0.1666667 </td>
<td style="text-align:right;"> 74.0000 </td>
<td style="text-align:right;"> 73.83333 </td>
<td style="text-align:right;"> 0.3986299 </td>
<td style="text-align:right;"> 0.474194 </td>
<td style="text-align:right;"> 0.2660808 </td>
</tr>
<tr>
<td style="text-align:left;"> fare </td>
<td style="text-align:right;"> 2 </td>
<td style="text-align:right;"> 2099 </td>
<td style="text-align:right;"> 18.6931177 </td>
<td style="text-align:right;"> 39.9787048 </td>
<td style="text-align:right;"> 7.15 </td>
<td style="text-align:right;"> 9.4920502 </td>
<td style="text-align:right;"> 10.60059 </td>
<td style="text-align:right;"> 0.0000000 </td>
<td style="text-align:right;"> 512.0607 </td>
<td style="text-align:right;"> 512.06070 </td>
<td style="text-align:right;"> 4.9478989 </td>
<td style="text-align:right;"> 35.405504 </td>
<td style="text-align:right;"> 0.8726147 </td>
</tr>
<tr>
<td style="text-align:left;"> sibsp </td>
<td style="text-align:right;"> 3 </td>
<td style="text-align:right;"> 2099 </td>
<td style="text-align:right;"> 0.3015722 </td>
<td style="text-align:right;"> 0.8484003 </td>
<td style="text-align:right;"> 0.00 </td>
<td style="text-align:right;"> 0.1171921 </td>
<td style="text-align:right;"> 0.00000 </td>
<td style="text-align:right;"> 0.0000000 </td>
<td style="text-align:right;"> 8.0000 </td>
<td style="text-align:right;"> 8.00000 </td>
<td style="text-align:right;"> 5.0095917 </td>
<td style="text-align:right;"> 33.725541 </td>
<td style="text-align:right;"> 0.0185180 </td>
</tr>
<tr>
<td style="text-align:left;"> parch </td>
<td style="text-align:right;"> 4 </td>
<td style="text-align:right;"> 2099 </td>
<td style="text-align:right;"> 0.2315388 </td>
<td style="text-align:right;"> 0.6998134 </td>
<td style="text-align:right;"> 0.00 </td>
<td style="text-align:right;"> 0.0505651 </td>
<td style="text-align:right;"> 0.00000 </td>
<td style="text-align:right;"> 0.0000000 </td>
<td style="text-align:right;"> 9.0000 </td>
<td style="text-align:right;"> 9.00000 </td>
<td style="text-align:right;"> 4.8433914 </td>
<td style="text-align:right;"> 36.259486 </td>
<td style="text-align:right;"> 0.0152748 </td>
</tr>
</tbody>
</table>
<hr>
<h3 class="my-3">Summaries for categorical variables</h3>
<br><table class="table table-responsive table-bordered table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> gender </th>
<th style="text-align:right;"> Frequency </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> female </td>
<td style="text-align:right;"> 464 </td>
</tr>
<tr>
<td style="text-align:left;"> male </td>
<td style="text-align:right;"> 1635 </td>
</tr>
</tbody>
</table><br><table class="table table-responsive table-bordered table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> class </th>
<th style="text-align:right;"> Frequency </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> 1st </td>
<td style="text-align:right;"> 301 </td>
</tr>
<tr>
<td style="text-align:left;"> 2nd </td>
<td style="text-align:right;"> 263 </td>
</tr>
<tr>
<td style="text-align:left;"> 3rd </td>
<td style="text-align:right;"> 649 </td>
</tr>
<tr>
<td style="text-align:left;"> deck crew </td>
<td style="text-align:right;"> 66 </td>
</tr>
<tr>
<td style="text-align:left;"> engineering crew </td>
<td style="text-align:right;"> 322 </td>
</tr>
<tr>
<td style="text-align:left;"> restaurant staff </td>
<td style="text-align:right;"> 69 </td>
</tr>
<tr>
<td style="text-align:left;"> victualling crew </td>
<td style="text-align:right;"> 429 </td>
</tr>
</tbody>
</table><br><table class="table table-responsive table-bordered table-hover" style="width: auto !important; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> embarked </th>
<th style="text-align:right;"> Frequency </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> Belfast </td>
<td style="text-align:right;"> 188 </td>
</tr>
<tr>
<td style="text-align:left;"> Cherbourg </td>
<td style="text-align:right;"> 244 </td>
</tr>
<tr>
<td style="text-align:left;"> Queenstown </td>
<td style="text-align:right;"> 122 </td>
</tr>
<tr>
<td style="text-align:left;"> Southampton </td>
<td style="text-align:right;"> 1545 </td>
</tr>
</tbody>
</table>
</div>
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<div class="text-center">Site built with <a href="https://github.com/MI2DataLab/modelDown">modelDown</a>.</div>
<div class="text-center" style="margin: 0px 0px 5px;">Last updated: 2019-03-17 11:48:31 (session_info: <a href="session_info/session_info.txt">.txt</a>, <a href="session_info/session_info.rda">.rda</a>)</div>
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