Support Vector Data Description.

Support Vector Data Description.

Data domain description concerns the characterization of a data set. A good description covers all target data but includes no superfluous space. The boundary of a dataset can be used to detect novel data or outliers. We will present the Support Vector Data Description (SVDD) which is inspired by th...

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Dades bibliogràfiques
Publicat a:Machine learning. 54, 1 (2004).
Autor principal: Tax, David M.
Format: Article
Idioma:English
Matèries:
Outlier detection.
Novelty detection.
One-class classification.
Support vector classifier.
Support vector data description.