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

Table 6

Total variance explained.

Components	Initial eigenvalues			Extraction sums of squared loadings			Rotation sums of squared loadings
	Total	% of variance	Cumulative %	Total	% of variance	Cumulative %	Total	% of variance	Cumulative %
1	2.559	21.329	21.329	2.559	21.329	21.329	2.524	21.035	21.035
2	1.659	13.828	35.157	1.659	13.828	35.157	1.616	13.466	34.500
3	1.230	10.252	45.408	1.230	10.252	45.408	1.198	9.983	44.483
4	1.114	9.281	54.689	1.114	9.281	54.689	1.155	9.621	54.104
5	1.079	8.989	63.678	1.079	8.989	63.678	1.149	9.574	63.678
6	0.988	8.232	71.910
7	0.922	7.681	79.591
8	0.806	6.719	86.310
9	0.784	6.534	92.844
10	0.402	3.347	96.191
11	0.329	2.745	98.936
12	0.128	1.064	100.000