Research Article
Exploring the Mechanism of Crashes with Autonomous Vehicles Using Machine Learning
Table 6
Strong association rules for injury crashes.
| | Rule ID | Association rules | S | C | L | | Antecedents | Consequents |
| | 1 | W = 2 + PMAV = 1 | CS = 1 | 0.792 | 1 | 1 | | 2 | W = 2 + CS = 1 | PMCV = 1 | 0.792 | 1 | 1 | | 3 | VD = 2 + TOC = 2 | CS = 1 | 0.667 | 1 | 1 | | 4 | VD = 2 + W = 2 | CS = 1 | 0.625 | 1 | 1 | | 5 | TOC = 2 | PMCV = 1 + CS = 1 | 0.792 | 1 | 1 | | 6 | L = 2 + PMAV = 1 + W = 2 | CS = 1 | 0.583 | 0.680 | 1 | | 7 | DM = 1 + TOC = 2 | CS = 1 | 0.542 | 0.627 | 1 | | 8 | AL = 1 | PMCV = 1 + CS = 1 | 0.542 | 0.533 | 1 | | 9 | DM = 1 + PMCV = 1 | CS = 1 | 0.583 | 0.507 | 1 | | 10 | W = 2 + L = 1 + CS = 1 | PMCV = 1 | 0.583 | 0.507 | 1 |
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