Exploring Evaluation Methods for Interpretable Machine Learning: A Survey

In recent times, the progress of machine learning has facilitated the development of decision support systems that exhibit predictive accuracy, surpassing human capabilities in certain scenarios. However, this improvement has come at the cost of increased model complexity, rendering them black-box m...

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Detalles Bibliográficos
Main Authors: Nourah Alangari, Mohamed El Bachir Menai, Hassan Mathkour, Ibrahim Almosallam
Formato: Artigo
Idioma:English
Publicado: MDPI AG 2023-08-01
Series:Information
Subjects:
Acceso en liña:https://www.mdpi.com/2078-2489/14/8/469