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Combined Effect of Concept Drift and Class Imbalance on Model Performance During Stream Classification

Abdul Sattar Palli1,6,*, Jafreezal Jaafar1,2, Manzoor Ahmed Hashmani1,3, Heitor Murilo Gomes4,5, Aeshah Alsughayyir7, Abdul Rehman Gilal1

1 Department of Computer and Information Sciences, Universiti Teknologi PETRONAS (UTP), Seri Iskandar, 32610, Malaysia
2 Centre for Research in Data Science, UTP, Perak, 32610, Malaysia
3 High Performance Cloud Computing Centre (HPC3), UTP, Perak, 32610, Malaysia
4 School of Engineering and Computer Science, Victoria University of Wellington, Wellington, 6012, New Zealand
5 AI Institute, University of Waikato Wellington, Hamilton, 3240, New Zealand
6 Anti-Narcotics Force, Ministry of Narcotics Control, Islamabad, 46000, Pakistan
7 College of Computer Science and Engineering, Taibah University, Madinah, 42353, Saudi Arabia

* Corresponding Author: Abdul Sattar Palli. Email: email


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