Analysis of Factors Influencing the Degree of Injury in Electric Bicycle Rider Accidents Based on SVM
In order to study the factors that affect the degree of injury to electric bicycle riders in electric bicycle traffic accidents,22 types of factors related to traffic accidents were selected based on the data of electric bicycle and motor vehicle accidents in a county-level city from 2018 to 2021.Random forest algorithm was used to screen the 22 types of variables,and SVM algorithm was used for classification prediction.The results indicate that the important factors causing death or serious injury to electric bicycle riders in elec-tric bicycle traffic accidents are,in turn,traffic mode,driving experience,road type,helmet usage,illegal behavior,accident location,in-tersection section type,road isolation,gender,and traffic control method.
electric bicyclesthe degree of injurySVM algorithm
万方数据
维普
