In-depth performance analysis of SMOTE-based oversampling algorithms in binary classification
In the field of machine learning, the problem of class imbalance considerably impairs the performance of classification algorithms. Various techniques have been proposed that seek to mitigate classifier bias with respect to the majority class, with simple oversampling approaches being one of the mos...
| Permalink: | http://skupni.nsk.hr/Record/nsk.NSK01001088570/Description |
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| Matična publikacija: |
International journal of electrical and computer engineering systems (Online) 11 (2020), 1 ; str. 13-23 |
| Glavni autori: | Dudjak, Mario (Author), Martinović, Goran |
| Vrsta građe: | e-članak |
| Jezik: | eng |
| Predmet: | |
| Online pristup: |
https://doi.org/10.32985/ijeces.11.1.2 International journal of electrical and computer engineering systems (Online) Hrčak |