Severity Prediction of Highway Crashes in Saudi Arabia Using Machine Learning Techniques

Severity Prediction of Highway Crashes in Saudi Arabia Using Machine Learning Techniques

Kingdom of Among the G20 countries, Saudi Arabia (KSA) is facing alarming traffic safety issues compared to other G-20 countries. Mitigating the burden of traffic accidents has been identified as a primary focus as part of vision 20230 goals. Driver distraction is the primary cause of increased seve...

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Bibliographic Details
Main Authors: Ibrahim Aldhari, Meshal Almoshaogeh, Arshad Jamal, Fawaz Alharbi, Majed Alinizzi, Husnain Haider
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
traffic safety
severity prediction
machine learning
SHapley Additive exPlanations
SHAP
XGBoost
Online Access:https://www.mdpi.com/2076-3417/13/1/233

Internet

https://www.mdpi.com/2076-3417/13/1/233

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