Application of Extremely Randomised Trees for exploring influential factors on variant crash severity data

Abstract Crash severity models play a crucial role in evaluating the influencing factors in the severity of traffic crashes. In this study, Extremely Randomised Tree (ERT) is used as a machine learning technique to analyse the severity of crashes. The crash data in the province of Khorasan Razavi, I...

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Bibliographic Details
Main Authors: Farshid Afshar, Seyedehsan Seyedabrishami, Sara Moridpour
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-15693-7