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<html> | |
<table id="comparetable" class="clean"> | |
<tr> | |
<td class="blank"> </td> | |
<th>Machine Learning</th> | |
<th>Frequentist<br>Statistics</th> | |
<th>Probabilistic<br>Programming</th> | |
</tr> | |
<tr> | |
<td class="rowTitle">Prediction</td> | |
<td><img src='/img/addCheck.png' alt='icon' /></td> | |
<td><img src='/img/addRedX.png' alt='icon' /></td> | |
<td><img src='/img/addCheck.png' alt='icon' /></td> | |
</tr> | |
<tr> | |
<td class="rowTitle">Insight</td> | |
<td><img src='/img/addRedX.png' alt='icon' /></td> | |
<td><img src='/img/addCheck.png' alt='icon' /></td> | |
<td><img src='/img/addCheck.png' alt='icon' /></td> | |
</tr> | |
<tr> | |
<td class="rowTitle">Uncertainty</td> | |
<td><img src='/img/addRedX.png' alt='icon' /></td> | |
<td><img src='/img/addExclamation2.png' alt='icon' /></td> | |
<td><img src='/img/addCheck.png' alt='icon' /></td> | |
</tr> | |
<tr> | |
<td class="rowTitle">Assumptions on data</td> | |
<td>Few / inferred</td> | |
<td>Strict and implicit</td> | |
<td>Custom and explicit</td> | |
</tr> | |
<tr> | |
<td class="rowTitle">Model construction</td> | |
<td>Math</td> | |
<td>Math</td> | |
<td>Code</td> | |
</tr> | |
<tr> | |
<td class="rowTitle">Inference procedure</td> | |
<td>Tied to model</td> | |
<td>Tied to model</td> | |
<td>General</td> | |
</tr> | |
<tr> | |
<td class="rowTitle">Speed/Scalability</td> | |
<td><img src='/img/addCheck.png' alt='icon' /></td> | |
<td><img src='/img/addCheck.png' alt='icon' /></td> | |
<td><img src='/img/addRedX.png' alt='icon' /></td> | |
</tr> | |
</table> | |
</html> |
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