Research Article

Exploring the Mechanism of Crashes with Autonomous Vehicles Using Machine Learning

Table 7

Model testing results.

ModelsEvaluation indicator
Overall accuracy (%)G-mean (%)Recall (%)

XGBoost64.1067.8275.00
CART model66.6765.0762.50
SVM model71.7955.0030.75