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...

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Principais autores:	Nevena Čolić, Pavle Milošević, Ivana Dragović, Miljan S. Ćeranić
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2024-03-01
Serija:	Mathematics
Teme:	interpolative Boolean algebra variable neighborhood search interpretable machine learning logic-based explainability hospital length of stay prediction
Online dostop:	https://www.mdpi.com/2227-7390/12/7/950
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