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

Table 12

Classification in the MLP model.

Sample	Observed	Predicted
		Injury	Fatal	Correct percentage
Training	Injury	3586	117	96.8
	Fatal	116	478	80.5
	Overall percentage	86.2%	13.8%	94.6
Testing	Injury	1504	61	96.1
	Fatal	67	199	74.8
	Overall percentage	85.8%	14.2%	93.0