Structural risk minimization

<h2 id="see-also">See also</h2>
<ul><li><a href="/facts/Vapnik%25E2%2580%2593Chervonenkis_theory/jDST0Ulo">Vapnik–Chervonenkis theory</a></li>
<li><a href="/facts/Support_vector_machines/XobxpdBG">Support vector machines</a></li>
<li><a href="/facts/Model_selection/R11QK2GC">Model selection</a></li>
<li><a href="/facts/Occam_Learning/NzQpEbtK">Occam Learning</a></li>
<li><a href="/facts/Empirical_risk_minimization/QIm8CRMC">Empirical risk minimization</a></li>
<li><a href="/facts/Ridge_regression/eq6kH8PX">Ridge regression</a></li>
<li><a href="/facts/Regularization_(mathematics)/K601A3y2">Regularization (mathematics)</a></li></ul>

<h2 id="external-links">External links</h2>
<ul><li><a href="http://www.svms.org/srm/">Structural risk minimization</a> at the support vector machines website.</li></ul>

<h2 id="references">References</h2>

<ol>
<li id="fn:1"><p>Vapnik, V. N.; Chervonenkis, A. Ya. (1974). Teoriya raspoznavaniya obrazov [Theory of Pattern Recognition] (in Russian). Nauka, Moscow. <a href="#fnref:1" class="footnote-back-ref">↩</a></p></li>
<li id="fn:2"><p>LeCun, Yann. "Gradient-Based Learning Applied to Document Recognition" (PDF). <a href="http://vision.stanford.edu/cs598_spring07/papers/Lecun98.pdf" target="_blank">http://vision.stanford.edu/cs598_spring07/papers/Lecun98.pdf</a> <a href="#fnref:2" class="footnote-back-ref">↩</a></p></li>
</ol>

Structural risk minimization open-in-new

Structural risk minimization