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Morten Hjorth-Jensen
2023-09-18 14:05:42 +02:00
parent 83ef9e4213
commit 416471deb9
62 changed files with 865 additions and 865 deletions
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doc/LectureNotes/_build/html/week38.html
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@@ -5,7 +5,7 @@
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Week38: Logistic Regression and Optimization &#8212; Applied Data Analysis and Machine Learning</title>
<title>Week 38: Logistic Regression and Optimization &#8212; Applied Data Analysis and Machine Learning</title>
<link href="_static/css/theme.css" rel="stylesheet">
<link href="_static/css/index.ff1ffe594081f20da1ef19478df9384b.css" rel="stylesheet">
@@ -295,7 +295,7 @@ const thebe_selector_output = ".output, .cell_output"
</li>
<li class="toctree-l1 current active">
<a class="current reference internal" href="#">
Week38: Logistic Regression and Optimization
Week 38: Logistic Regression and Optimization
</a>
</li>
</ul>
@@ -711,7 +711,7 @@ const thebe_selector_output = ".output, .cell_output"
<div class="col-12 col-md-9 pl-md-3 pr-md-0">
<!-- Table of contents that is only displayed when printing the page -->
<div id="jb-print-docs-body" class="onlyprint">
<h1>Week38: Logistic Regression and Optimization</h1>
<h1>Week 38: Logistic Regression and Optimization</h1>
<!-- Table of contents -->
<div id="print-main-content">
<div id="jb-print-toc">
@@ -1052,8 +1052,8 @@ const thebe_selector_output = ".output, .cell_output"
<!-- HTML file automatically generated from DocOnce source (https://github.com/doconce/doconce/)
doconce format html week38.do.txt --no_mako -->
<!-- dom:TITLE: Week38: Logistic Regression and Optimization --><div class="tex2jax_ignore mathjax_ignore section" id="week38-logistic-regression-and-optimization">
<h1>Week38: Logistic Regression and Optimization<a class="headerlink" href="#week38-logistic-regression-and-optimization" title="Permalink to this headline"></a></h1>
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<h1>Week 38: Logistic Regression and Optimization<a class="headerlink" href="#week-38-logistic-regression-and-optimization" title="Permalink to this headline"></a></h1>
<p><strong>Morten Hjorth-Jensen</strong>, Department of Physics and Center for Computing in Science Education, University of Oslo and Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University</p>
<p>Date: <strong>September 18-22</strong></p>
<div class="section" id="plans-for-week-38">
@@ -1994,7 +1994,7 @@ case under study.</p>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>RandomizedSearchCV(estimator=Ridge(), n_iter=100,
param_distributions={&#39;alpha&#39;: &lt;scipy.stats._distn_infrastructure.rv_frozen object at 0x128a2b580&gt;})
param_distributions={&#39;alpha&#39;: &lt;scipy.stats._distn_infrastructure.rv_frozen object at 0x1309f4ca0&gt;})
Best estimated lambda-value: 0.9849967686928113
MSE score: 1.0853136633465326
R2 score: -0.0002382102844775691