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Author

Alwatben Batoul Rashed

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Open access Sep 2026

Comparative analysis of decision tree-based machine learning algorithms: a trade-off between accuracy and interpretability

A comparative analysis of decision tree (DT)-based machine learning (ML) algorithms using 11 publicly available datasets from the knowledge extraction based on evolutionary learning (KEEL) repository shows a definite trade-off between accuracy and interpretability.

Alwatben Batoul Rashed, Aeshah A. Almutairi, Mansir Abubakar et al. · 0 citations

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