Crash/Near-Crash Analysis of Naturalistic Driving Data Using Association Rule Mining

Table 4

Selected rules for near-crash events.

No.	Antecedents		Conf		Conv
	2-item rules
1		0.067	0.627	1.738	1.713
2		0.082	0.543	1.506	1.399
3		0.157	0.526	1.460	1.350
4		0.258	0.520	1.443	1.333
5		0.077	0.500	1.387	1.279
	3-item rules
6		0.064	0.429	1.189	1.119
7		0.155	0.486	1.349	1.245
8		0.144	0.455	1.262	1.173
9		0.143	0.483	1.340	1.237
10		0.143	0.476	1.321	1.221
	4-item rules
11		0.063	0.863	2.393	4.659
12		0.056	0.813	2.254	3.411
13		0.054	0.809	2.243	3.340
14		0.072	0.806	2.237	3.304
15		0.052	0.800	2.219	3.197
	5-item rules
16		0.050	0.921	2.555	8.100
17		0.059	0.891	2.472	5.883
18		0.063	0.880	2.441	5.329
19		0.063	0.880	2.441	5.329
20		0.062	0.860	2.385	4.568
	6-item rules
21		0.050	0.946	2.624	11.830
22		0.050	0.946	2.624	11.830
23		0.067	0.922	2.556	8.153
24		0.059	0.911	2.527	7.194
25		0.059	0.911	2.527	7.194