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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Nourah Alangari, Mohamed El Bachir Menai, Hassan Mathkour, Ibrahim Almosallam
Format: Artikel
Sprache:English
Veröffentlicht: MDPI AG 2023-08-01
Schriftenreihe:Information
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Online Zugang:https://www.mdpi.com/2078-2489/14/8/469