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Morten Hjorth-Jensen
2023-11-17 14:22:35 +01:00
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commit 3113181f9b
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@@ -1119,7 +1119,8 @@ doconce format html week46.do.txt --no_mako -->
<li><p>Readings and Videos:</p>
<ul>
<li><p>These lecture notes</p></li>
<li><p><a class="reference external" href="https://youtu.be/">Video of lecture to be added</a></p></li>
<li><p><a class="reference external" href="https://youtu.be/PMswUwhYa7k">Video of lecture</a></p></li>
<li><p><a class="reference external" href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf">Whiteboard notes</a></p></li>
<li><p><a class="reference external" href="https://www.youtube.com/watch?v=RmajweUFKvM&amp;ab_channel=Simplilearn">Video on Decision trees</a></p></li>
<li><p>Decision Trees: Gerons chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from <a class="reference external" href="https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf">STK-IN4300, lecture 7</a>. Chapter 9.2 of Hastie et al contains also a good discussion.</p></li>
</ul>
@@ -1288,9 +1289,9 @@ predicting the target features of query instances is as follows:</p>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2nd degree coefficients:
zero power: 3.7228270501360416
first power: 0.125304962667421
second power: -0.0008187895061620525
zero power: -7.926488923435684
first power: 0.10587157250737213
second power: -0.00018629164426077816
</pre></div>
</div>
<img alt="_images/week46_9_1.png" src="_images/week46_9_1.png" />