Feature importance via Shapley values in random forests for sleep apnea and hypopnea detection

Giulia Cisotto, Shayan Sharifi, Shahla Sadeghzadehdarandash, Leonardo Badia. Feature importance via Shapley values in random forests for sleep apnea and hypopnea detection. In Luca Manzoni, Luca Bortolussi, Giulia Cisotto, Fabio Anselmi, editors, Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, organized by CINI (Ital-IA 2025), Trieste, Italy, June 23-24, 2025. Volume 4121 of CEUR Workshop Proceedings, CEUR-WS.org, 2025. [doi]

Abstract

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