Evaluating the Impact of SMOTE and SHAP on Machine Learning Classifiers: Enhancing Predictive Performance through Imbalance Mitigation and Interpretability
10.54364/AAIML.2026.62296
18-Apr-2026
Ayad Hameed Mousa, Elham Mohammed Thabit A. Alsaadi, Mohammed Abdallazez Mohammed, Hussam Mezher Merdas, Shahad Dakhil Khalaf.
Adv. Artif. Intell. Mach.
Learn., 6 (2
):5339-5357
Abstract
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