Adaptation Proposed Methods for Handling Imbalanced Datasets based on Over-Sampling Technique

Classification of imbalanced data is an important issue. Many algorithms have been developed for classification, such as Back Propagation (BP) neural networks, decision tree, Bayesian networks etc., and have been used repeatedly in many fields. These algorithms speak of the problem of imbalanced dat...

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Bibliographic Details

Published in:	Al-Mustansiriyah Journal of Science
Main Authors:	Liqaa M. Shoohi, Jamila H. Saud
Format:	Article
Language:	English
Published:	Mustansiriyah University 2020-04-01
Subjects:	imbalanced datasets, o.s., smote, borderline-smote, adasyn.
Online Access:	http://mjs.uomustansiriyah.edu.iq/ojs1/index.php/MJS/article/view/740