Research on Traffic Accident Severity Level Prediction Model Based on Improved Machine Learning

Research on Traffic Accident Severity Level Prediction Model Based on Improved Machine Learning

Traffic accidents occur frequently, causing significant losses to people’s lives and property safety. Accurately predicting the severity level of traffic accidents is of great significance. Based on traffic accident data, this study comprehensively considers various influencing factors such as the g...

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Bibliographic Details
Main Authors: Jiming Tang, Yao Huang, Dingli Liu, Liuyuan Xiong, Rongwei Bu
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Systems
Subjects:
traffic accident
severity
improved machine learning
prediction model
sampling technique
Online Access:https://www.mdpi.com/2079-8954/13/1/31
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