lars/FYS-STK4155
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

small update

Browse Source
This commit is contained in:
Morten Hjorth-Jensen
2023-09-03 14:22:23 +02:00
parent 3cc1f701c0
commit 7f3ecb7bb7
103 changed files with 16669 additions and 1168 deletions
Download Patch File Download Diff File Expand all files Collapse all files
doc/LectureNotes/_build/html/chapter1.html
+15 -5
View File
@@ -268,6 +268,16 @@ const thebe_selector_output = ".output, .cell_output"
Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="exercisesweek36.html">
Exercises week 36
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="week36.html">
Week 36: Statistical interpretation of Linear Regression and Resampling techniques
</a>
</li>
</ul>
</div>
@@ -984,13 +994,13 @@ example of the functionality of <strong>Scikit-Learn</strong>.</p>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>The intercept alpha:
[2.11366595]
[2.05177695]
Coefficient beta :
[[4.95136998]]
[[5.05971574]]
Mean squared error: 0.28
Variance score: 0.89
Variance score: 0.88
Mean squared log error: 0.01
Mean absolute error: 0.41
Mean absolute error: 0.45
</pre></div>
</div>
<img alt="_images/chapter1_19_1.png" src="_images/chapter1_19_1.png" />
@@ -1090,7 +1100,7 @@ a linear <span class="math notranslate nohighlight">\(x\)</span>-dependence we s
</div>
<div class="cell_output docutils container">
<img alt="_images/chapter1_33_0.png" src="_images/chapter1_33_0.png" />
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.004999999999999996
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.004999999999999997
</pre></div>
</div>
</div>