Exploring Evaluation Methods for Interpretable Machine Learning: A Survey

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...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Nourah Alangari, Mohamed El Bachir Menai, Hassan Mathkour, Ibrahim Almosallam
Aineistotyyppi: Artikkeli
Kieli:English
Julkaistu: MDPI AG 2023-08-01
Sarja:Information
Aiheet:
interpretability
explainable AI
evaluating interpretability
Linkit:https://www.mdpi.com/2078-2489/14/8/469

Internet

https://www.mdpi.com/2078-2489/14/8/469

Samankaltaisia teoksia