A random forest and SHAP-based analysis of motorcycle crash severity in Thailand: Urban-rural and day-night perspectives

A random forest and SHAP-based analysis of motorcycle crash severity in Thailand: Urban-rural and day-night perspectives

Road traffic crashes pose significant public safety concern globally, causing severe injuries and fatalities. Motorcyclists face heightened crash risks and injury severity, particularly in developing countries like Thailand, where motorcycles serve as a primary mode of transportation. This study exa...

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Bibliographic Details
Main Authors: Sonita Sum, Chamroeun Se, Thanapong Champahom, Sajjakaj Jomnonkwao, Sanjeev Sinha, Vatanavongs Ratanavaraha
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Transportation Engineering
Subjects:
Motorcyclists
Injury severity
Random forest
Urban-rural disparities
Time-of-day disparities
Shapley additive explanations (SHAP)
Online Access:http://www.sciencedirect.com/science/article/pii/S2666691X25000685
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