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cs.LG2024
An effect analysis of the balancing techniques on the counterfactual explanations of student success prediction models
Mustafa Cavus, Jakub Kuzilek
In the past decade, we have experienced a massive boom in the usage of digital solutions in higher education. Due to this boom, large amounts of data have enabled advanced data ana…
cs.LG2024
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk
Seyma Gunonu, Gizem Altun, Mustafa Cavus
The accuracy and understandability of bank failure prediction models are crucial. While interpretable models like logistic regression are favored for their explainability, complex…