Statistical Analysis for Study of the Effect of Dark Clothing Color of Female Pedestrians on the Severity of Accident Using Machine Learning Methods

Table 14

Classification in the RBF model.

Sample	Observed	Predicted
		Injury	Fatal	Correct percentage (%)
Training	Injury	3631	101	97.3
	Fatal	506	103	16.9
	Overall percentage	95.3%	4.7%	86.0
Testing	Injury	1504	32	97.9
	Fatal	203	48	19.1
	Overall percentage	95.5%	4.5%	86.8