Evaluation of Tree-Based Machine Learning Algorithms for Accident Risk Mapping Caused by Driver Lack of Alertness at a National Scale

Evaluation of Tree-Based Machine Learning Algorithms for Accident Risk Mapping Caused by Driver Lack of Alertness at a National Scale

Drivers’ lack of alertness is one of the main reasons for fatal road traffic accidents (RTA) in Iran. Accident-risk mapping with machine learning algorithms in the geographic information system (GIS) platform is a suitable approach for investigating the occurrence risk of these accidents by analyzin...

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Bibliographic Details
Main Authors: Farbod Farhangi, Abolghasem Sadeghi-Niaraki, Seyed Vahid Razavi-Termeh, Soo-Mi Choi
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Sustainability
Subjects:
driver alertness
geographic information system (GIS)
machine learning algorithms
spatial modeling
Online Access:https://www.mdpi.com/2071-1050/13/18/10239

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