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Author

Ahmad Abil Rizky Ramadhan

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Open access Oct 2026

Impact of Normalization Methods on Credit Risk Classification with Imbalanced Data

This study investigates the effect of two normalization methods, Z-Score and Min-Max, on the performance of Support Vector Machine and Artificial Neural Network classifiers for imbalanced credit risk prediction, and provides empirical guidance for selecting optimal preprocessing strategies in imbalanced financial class...

Ahmad Abil Rizky Ramadhan, Gusti Wiwik Nur Afifa, M. Barata et al. · 0 citations

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