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Morten Hjorth-Jensen
2021-11-11 08:57:25 +01:00
parent 0bf62ad3f5
commit bd239c86a9
11 changed files with 298 additions and 228 deletions
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doc/pub/week45/html/._week45-bs001.html
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@@ -397,8 +397,8 @@ MathJax.Hub.Config({
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<ol>
<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_self">Video on Decision trees</a></li>
<li> <a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_self">Video on boosting methods by Hastie</a>.</li>
</ol>
<p><a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_self">Video on boosting methods by Hastie</a>.</p>
</div>
</div>
doc/pub/week45/html/._week45-bs022.html
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@@ -395,6 +395,16 @@ MathJax.Hub.Config({
<tr><td align="center"><b>Grade Trend</b></td> <td align="center"><b>Hours slept</b></td> <td align="center"><b>Hours Studied</b></td> <td align="center"><b>Grade</b></td> </tr>
</thead>
<tbody>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> High </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
</tbody>
</table>
</div> <!-- col-xs-4 -->
doc/pub/week45/html/._week45-bs023.html
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@@ -395,8 +395,7 @@ these binary classes, they can easily be split into ones and zeros.
<div class="panel panel-default">
<div class="panel-body">
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<p>See handwritten notes for Thursday November 11</p>
</div>
</div>
doc/pub/week45/html/._week45-bs024.html
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@@ -391,8 +391,7 @@ MathJax.Hub.Config({
<div class="panel panel-default">
<div class="panel-body">
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<p>See handwritten notes for Thursday November 11</p>
</div>
</div>
doc/pub/week45/html/._week45-bs025.html
+3 -2
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@@ -391,12 +391,13 @@ MathJax.Hub.Config({
<div class="panel panel-default">
<div class="panel-body">
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<p>See handwritten notes for Thursday November 11</p>
</div>
</div>
<p>For final tree, see the above handwritten notes</p>
<p>
<!-- navigation buttons at the bottom of the page -->
<ul class="pagination">
doc/pub/week45/html/week45-reveal.html
+16 -2
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@@ -207,9 +207,8 @@ MathJax.Hub.Config({
<p>
<ol>
<p><li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
<p><li> <a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a>.</li>
</ol>
<p>
<p><a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a>.</p>
</div>
@@ -772,6 +771,16 @@ recently has gotten grades below average or above.
<tr><th align="center">Grade Trend</th> <th align="center">Hours slept</th> <th align="center">Hours Studied</th> <th align="center">Grade</th> </tr>
</thead>
<tbody>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> High </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
</tbody>
</table>
</section>
@@ -786,6 +795,7 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for Average trend</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
</section>
@@ -795,6 +805,7 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for hour slept</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
</section>
@@ -804,7 +815,10 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for hour studied</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
<p>For final tree, see the above handwritten notes</p>
</section>
<section>
doc/pub/week45/html/week45-solarized.html
+16 -7
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@@ -344,8 +344,8 @@ MathJax.Hub.Config({
<p>
<ol>
<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
<li> <a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a>.</li>
</ol>
<p><a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a>.</p>
</div>
@@ -859,6 +859,16 @@ recently has gotten grades below average or above.
<tr><th align="center">Grade Trend</th> <th align="center">Hours slept</th> <th align="center">Hours Studied</th> <th align="center">Grade</th> </tr>
</thead>
<tbody>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> High </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
</tbody>
</table>
@@ -872,8 +882,7 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for Average trend</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
@@ -883,8 +892,7 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for hour slept</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
@@ -894,11 +902,12 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for hour studied</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
<p>For final tree, see the above handwritten notes</p>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
<h2 id="visualizing-the-tree-classification">Visualizing the Tree, Classification </h2>
doc/pub/week45/html/week45.html
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@@ -421,8 +421,8 @@ MathJax.Hub.Config({
<p>
<ol>
<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
<li> <a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a>.</li>
</ol>
<p><a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a>.</p>
</div>
@@ -936,6 +936,16 @@ recently has gotten grades below average or above.
<tr><th align="center">Grade Trend</th> <th align="center">Hours slept</th> <th align="center">Hours Studied</th> <th align="center">Grade</th> </tr>
</thead>
<tbody>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> High </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Below </td> <td align="center"> Low </td> <td align="center"> High </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> Low </td> <td align="center"> Low </td> <td align="center"> Below </td> </tr>
<tr><td align="center"> Above </td> <td align="center"> High </td> <td align="center"> High </td> <td align="center"> Above </td> </tr>
</tbody>
</table>
@@ -949,8 +959,7 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for Average trend</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
@@ -960,8 +969,7 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for hour slept</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
@@ -971,11 +979,12 @@ these binary classes, they can easily be split into ones and zeros.
<div class="alert alert-block alert-block alert-text-normal">
<b>Gini index for hour studied</b>
<p>
<p>See handwritten notes for Thursday November 11</p>
</div>
<p>For final tree, see the above handwritten notes</p>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
<h2 id="visualizing-the-tree-classification">Visualizing the Tree, Classification </h2>
doc/pub/week45/ipynb/ipynb-week45-src.tar.gz
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doc/pub/week45/ipynb/week45.ipynb
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