Vehicle Emission Detection in Data-Driven Methods

Table 3

Temperature and wildlife count in the three areas covered by the study.

Model	The ratio of three classes	Training accuracy	Test accuracy
Random forest	223333 : 157129 : 6376	0.9850.009	0.6790.008
XgBoost	223333 : 157129 : 6376	0.9870.010	0.9010.006