Active Learning of SVDD Hyperparameter Values

Holger Trittenbach, Klemens Böhm, Ira Assent

Support Vector Data Description is a popular method for outlier detection. However, its usefulness largely depends on selecting good hyperparameter values -- a difficult problem th…