Research Article
Crash/Near-Crash Analysis of Naturalistic Driving Data Using Association Rule Mining
Table 3
Selected rules for crash events.
| | No. | Antecedents | | Conf | | Conv |
| | 2-item rules | | | | | | 1 | | 0.129 | 1.000 | 1.564 | inf | | 2 | | 0.052 | 0.923 | 1.443 | 4.687 | | 3 | | 0.202 | 0.887 | 1.387 | 3.185 | | 4 | | 0.346 | 0.871 | 1.361 | 2.784 | | 5 | | 0.207 | 0.797 | 1.246 | 1.773 | | 3-item rules | | | | | | 6 | | 0.129 | 1.000 | 1.564 | inf | | 7 | | 0.123 | 1.000 | 1.564 | inf | | 8 | | 0.120 | 1.000 | 1.564 | inf | | 9 | | 0.119 | 1.000 | 1.564 | inf | | 10 | | 0.119 | 1.000 | 1.564 | inf | | 4-item rules | | | | | | 11 | | 0.057 | 1.000 | 1.564 | inf | | 12 | | 0.074 | 1.000 | 1.564 | inf | | 13 | | 0.082 | 1.000 | 1.564 | inf | | 14 | | 0.064 | 1.000 | 1.564 | inf | | 15 | | 0.052 | 1.000 | 1.564 | inf | | 5-item rules | | | | | | 16 | | 0.062 | 1.000 | 1.564 | inf | | 17 | | 0.062 | 1.000 | 1.564 | inf | | 18 | | 0.056 | 1.000 | 1.564 | inf | | 19 | | 0.092 | 1.000 | 1.564 | inf | | 20 | | 0.090 | 1.000 | 1.564 | inf | | 6-item rules | | | | | | 21 | | 0.053 | 1.000 | 1.564 | inf | | 22 | | 0.062 | 1.000 | 1.564 | inf | | 23 | | 0.059 | 1.000 | 1.564 | inf | | 24 | | 0.056 | 1.000 | 1.564 | inf | | 25 | | 0.053 | 1.000 | 1.564 | inf |
|
|
