IBA-VNS: A Logic-Based Machine Learning Algorithm and Its Application in Surgery

The interpretability and explainability of machine learning (ML) approaches play a key role in the trustworthiness of ML models in various applications. The objective of this paper is to incorporate a logic-based reasoning in the ML model that is not only accurate but also interpretable and easily a...

Szczegółowa specyfikacja

Opis bibliograficzny

Główni autorzy:	Nevena Čolić, Pavle Milošević, Ivana Dragović, Miljan S. Ćeranić
Format:	Artigo
Język:	Inglês
Wydane:	MDPI AG 2024-03-01
Seria:	Mathematics
Hasła przedmiotowe:	interpolative Boolean algebra variable neighborhood search interpretable machine learning logic-based explainability hospital length of stay prediction
Dostęp online:	https://www.mdpi.com/2227-7390/12/7/950
Etykiety:	Dodaj etykietę Nie ma etykietki, Dołącz pierwszą etykiete!