Hello,
I am analysing a dataset with highly unbalanced data, and would like to try out different approaches, one of which is also anomaly detection approach. Does somebody know if there is a way to use one class SVM in EM, like an existing custom SAS code or some tweaking of the existing SVM node?
Thank you 🙂
P.S. article about one class SVM - http://rvlasveld.github.io/blog/2013/07/12/introduction-to-one-class-support-vector-machines/
Not yet, but keep your eyes peeled! In a release in the near-future, a Viya procedure is coming for implementing the Support Vector Data Description method mentioned in your link.
Thanks a lot for letting me know, I'm looking forward to it 🙂
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Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.
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