Cargando…
One-Class Classification by Ensembles of Random Planes (OCCERPs)
One-class classification (OCC) deals with the classification problem in which the training data have data points belonging only to the target class. In this paper, we present a one-class classification algorithm, One-Class Classification by Ensembles of Random Plane (OCCERP), that uses random planes...
Autor principal: | Ahmad, Amir |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273347/ https://www.ncbi.nlm.nih.gov/pubmed/35832244 http://dx.doi.org/10.1155/2022/4264393 |
Ejemplares similares
-
Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification
por: Klikowski, Jakub, et al.
Publicado: (2020) -
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles
por: Marques, Henrique O., et al.
Publicado: (2023) -
The Use of Ensemble Models for Multiple Class and Binary Class Classification for Improving Intrusion Detection Systems
por: Iwendi, Celestine, et al.
Publicado: (2020) -
Heterogeneous Ensemble Combination Search Using Genetic Algorithm for Class Imbalanced Data Classification
por: Haque, Mohammad Nazmul, et al.
Publicado: (2016) -
Classification of the drifting data streams using heterogeneous diversified dynamic class-weighted ensemble
por: Sarnovsky, Martin, et al.
Publicado: (2021)