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

Table 7

Component matrix.

Variables	Components
	1	2	3	4	5
Clothing color	0.856	−0.055	−0.068	0.073	−0.038
Age	0.165	0.596	−0.028	0.240	0.359
Accident time	−0.045	0.728	0.061	0.036	0.006
Day	0.013	0.143	−0.041	0.774	−0.027
Weather condition	0.839	−0.006	0.017	−0.074	−0.041
Education	0.018	−0.798	0.013	−0.054	0.157
Pedestrian action	−0.036	0.078	0.612	0.048	−0.341
Crossing facilities	0.165	0.049	0.089	−0.607	0.024
Crossing permit	−0.118	−0.142	0.006	0.096	−0.648
Job	0.145	0.229	−0.073	−0.528	0.064
Road classification	0.023	−0.135	0.737	−0.387	−0.118
Fault status	0.152	0.195	−0.013	−0.103	−0.662