{{keywords>One-Class Classification}}

<title classes #id>
One-Class Classification
</title>

===== Recommended Reading =====

  * [[http://homepage.tudelft.nl/n9d04/thesis.pdf|One-class classification]] by David Martinus Johannes (2001)
  * [[http://rvlasveld.github.io/blog/2013/07/12/introduction-to-one-class-support-vector-machines/|Introduction to One-class Support Vector Machines]] by Roemer Vlasveld (2013)
  * [[http://www.jmlr.org/papers/volume2/manevitz01a/manevitz01a.pdf|One-Class SVMs for Document Classification]] by Larry Manevitz and Malik Yousef (2001)
  * [[https://www.ijcai.org/Proceedings/03/Papers/084.pdf|SVMC: Single-Class Classification With Support Vector Machines]] by Hwanjo Yu (2003)
  * [[https://cs.uwaterloo.ca/~s255khan/files/occ_survey09.pdf|A Survey of Recent Trends in One Class Classification]] by Shehroz Khan and Michael Madden (2010)

===== Code =====
  * [[http://scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html|One-class SVM with non-linear kernel (RBF)]]