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On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles
It has been shown that unsupervised outlier detection methods can be adapted to the one-class classification problem (Janssens and Postma, in: Proceedings of the 18th annual Belgian-Dutch on machine learning, pp 56–64, 2009; Janssens et al. in: Proceedings of the 2009 ICMLA international conference...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer US
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326160/ https://www.ncbi.nlm.nih.gov/pubmed/37424877 http://dx.doi.org/10.1007/s10618-023-00931-x |