Comparing Machine Learning Techniques for Predictions of Motorway Segment Crash Risk Level

Motorways are typically the safest road environment in terms of injury crashes per million vehicle kilometres; however, given the high severity of crashes occurring therein, there is still space for road safety improvements. The objective of this study is to compare the classification performance of...

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Bibliographic Details

Published in:	Safety
Main Authors:	Dimitrios Nikolaou, Apostolos Ziakopoulos, Anastasios Dragomanovits, Julia Roussou, George Yannis
Format:	Article
Language:	English
Published:	MDPI AG 2023-05-01
Subjects:	crash risk level motorway classification logistic regression decision tree random forest
Online Access:	https://www.mdpi.com/2313-576X/9/2/32