Developing crash severity model handling class imbalance and implementing ordered nature: focusing on elderly drivers

HIGHLIGHTS

  • who: Seunghoon Kim and collaborators from the City and, Knowlton School, The Ohio State University, Columbus, OH, USA have published the Article: Developing Crash Severity Model Handling Class Imbalance and Implementing Ordered Nature: Focusing on Elderly Drivers, in the Journal: (JOURNAL)
  • what: In that regard this study investigates the influence of ordinal and imbalanced distribution on the prediction performance. To find the best model in predicting crash severity outcomes, it is reasonable to develop and compare ordered and unordered models. This study attempts to fill these knowledge gaps in the existing literature. The authors attempt . . .

     

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