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cleaning up svm slides

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mhjensen
2019-11-15 06:17:02 +01:00
parent dcf2c56e72
commit 59cd80d31c
35 changed files with 61 additions and 245 deletions
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doc/pub/svm/html/svm.html
+3 -11
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@@ -71,11 +71,7 @@ div { text-align: justify; text-justify: inter-word; }
('How do we solve these problems?', 2, None, '___sec22'),
('A simple example', 2, None, '___sec23'),
('Back to the more realistic cases', 2, None, '___sec24'),
('Code Example', 2, None, '___sec25'),
('Multiclass problems and regression with SVMs',
2,
None,
'___sec26')]}
('Code Example', 2, None, '___sec25')]}
end of tocinfo -->
<body>
@@ -117,7 +113,7 @@ MathJax.Hub.Config({
<center>[2] <b>Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University</b></center>
<br>
<p>
<center><h4>Nov 10, 2019</h4></center> <!-- date -->
<center><h4>Nov 15, 2019</h4></center> <!-- date -->
<br>
<p>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
@@ -1231,7 +1227,7 @@ sol[’primal objective’]
<h2 id="___sec24">Back to the more realistic cases </h2>
<p>
We are now ready to return to our setup of the optmization problem for a more realistic case. Introducint the <b>slack</b> parameter \( C \) we have
We are now ready to return to our setup of the optmization problem for a more realistic case. Introducing the <b>slack</b> parameter \( C \) we have
$$
\frac{1}{2} \boldsymbol{\lambda}^T\begin{bmatrix} y_1y_1K(\boldsymbol{x}_1,\boldsymbol{x}_1) & y_1y_2K(\boldsymbol{x}_1,\boldsymbol{x}_2) & \dots & \dots & y_1y_nK(\boldsymbol{x}_1,\boldsymbol{x}_n) \\
y_2y_1K(\boldsymbol{x}_2,\boldsymbol{x}_1) & y_2y_2K(\boldsymbol{x}_2,\boldsymbol{x}_2) & \dots & \dots & y_1y_nK(\boldsymbol{x}_2,\boldsymbol{x}_n) \\
@@ -1281,10 +1277,6 @@ res2 <span style="color: #666666">=</span> minimize(rosen, x0, method<span style
<span style="color: #008000; font-weight: bold">print</span>(x0)
</pre></div>
<p>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
<h2 id="___sec26">Multiclass problems and regression with SVMs </h2>
This material will be added later.
<!-- ------------------- end of main content --------------- -->