Investigating driver injury severity patterns in rollover crashes using support vector machine models.

@article{Chen2016InvestigatingDI,
  title={Investigating driver injury severity patterns in rollover crashes using support vector machine models.},
  author={Cong Chen and Guohui Zhang and Zhen Sean Qian and Rafiqul A. Tarefder and Zong Z. Tian},
  journal={Accident; analysis and prevention},
  year={2016},
  volume={90},
  pages={128-39}
}
Rollover crash is one of the major types of traffic crashes that induce fatal injuries. It is important to investigate the factors that affect rollover crashes and their influence on driver injury severity outcomes. This study employs support vector machine (SVM) models to investigate driver injury severity patterns in rollover crashes based on two-year crash data gathered in New Mexico. The impacts of various explanatory variables are examined in terms of crash and environmental information… CONTINUE READING

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