A Goal Programming-Based Methodology for Machine Learning Model Selection Decisions: A Predictive Maintenance Application

The paper develops a goal programming-based multi-criteria methodology, for assessing different machine learning (ML) regression models under accuracy and time efficiency criteria. The developed methodology provides users with high flexibility in assessing the models as it allows for a fast and comp...

Disgrifiad llawn

Manylion Llyfryddiaeth

Prif Awduron:	Ioannis Mallidis, Volha Yakavenka, Anastasios Konstantinidis, Nikolaos Sariannidis
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2021-09-01
Cyfres:	Mathematics
Pynciau:	machine learning goal programming multi-criteria methodology predictive maintenance
Mynediad Ar-lein:	https://www.mdpi.com/2227-7390/9/19/2405
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!