CORTEX: Cost-sensitive rule and tree extraction method

doi:10.1016/j.knosys.2025.114592

CORTEX: Cost-sensitive rule and tree extraction method

2025-10-09

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DOI：10.1016/j.knosys.2025.114592

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• CORTEX is a novel cost-sensitive rule and tree extraction explainable AI method. • CORTEX is grounded in cost-sensitive tree algorithm for multi-class classification. • CORTEX can be applied to any machine learning model, including neural networks. • CORTEX provides a visual explanation through a tree model and set of rules. • CORTEX is competitive/superior with other tree/rule-based methods.

CORTEX: Cost-sensitive rule and tree extraction method

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