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

last update, perhaps

Browse Source
This commit is contained in:
Morten Hjorth-Jensen
2024-10-14 13:54:09 +02:00
parent 7d4725e646
commit 0bc2e08294
52 changed files with 2146 additions and 1626 deletions
Download Patch File Download Diff File Expand all files Collapse all files
doc/LectureNotes/_build/html/chapter6.html
+8 -6
View File
@@ -797,9 +797,9 @@ 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: -0.22158725223474995
first power: 0.24121476598003452
second power: -0.0009532583857747255
zero power: 4.58641507967355
first power: -0.2107546970521115
second power: 0.0003919793592273513
</pre></div>
</div>
<img alt="_images/chapter6_1_1.png" src="_images/chapter6_1_1.png" />
@@ -1662,11 +1662,13 @@ attributes at each step while growing the tree.</p>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>(426, 30)
(143, 30)
Test set accuracy with Logistic Regression: 0.94
</pre></div>
</div>
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Test set accuracy with Logistic Regression: 0.94
Test set accuracy with SVM: 0.63
Test set accuracy with Decision Trees: 0.90
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Test set accuracy with SVM: 0.63
</pre></div>
</div>
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Test set accuracy with Decision Trees: 0.90
Test set accuracy Logistic Regression with scaled data: 0.96
Test set accuracy SVM with scaled data: 0.96
Test set accuracy with Decision Trees and scaled data: 0.89