MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).
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Updated
May 12, 2022 - MATLAB
MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).
Decision Boundaries Visualization of SVDD (libsvm-3.23)
Subspace Support Vector Data Description
Hyperparameter selection of one-class support vector machine by self-adaptive data shifting
Safety regions research is a well-known task for ML and the main focus is to avoid false positives, i.e., including in the safe region unsafe points. In this repository, two methods for the research of zero FPR regions are proposed: the first one is based simply on the reduction of the SVDD radius until only safe points are enclosed in the SVDD …
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