Analysis of Factors Affecting the Severity of Automated Vehicle Crashes Using XGBoost Model Combining POI Data

Table 1

Categories of POIs.

Categories	Types of POIs
Commercial buildings	Foods, hotels, shopping areas, living services, beauty services, leisure and entertainments, exercise and fitness
Residential buildings	Apartments and houses, dormitories
Office building	Governmental agencies, businesses
Transportation facilities	Traffic facilities