This Matlab project is used as an experimental setup for the master thesis of Roemer Vlasveld.
I have written an Introduction to One-Class Support Vector Machines explaining the idea of One-Class SVM. That should be a good starting point to understand this material.
I am planning to write a small how-to on this library, but currently it is under to much development to make that.
The function apply_inc_svdd
is the main application.
There the incremental SVDD (by Tax and Duin) is constructed, from the data set.
For the one-class support vector machine, the SVDD method by Tax and Duin is used. This is provided by the dd_tools package, which in turn relies on the PRTools toolbox.
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