Research Article
Multiclass Classification by Various Machine Learning Algorithms and Interpretation of the Risk Factors of Pedestrian Accidents Using Explainable AI
Table 4
Traffic accident and pedestrian fatality rate in Korea (2011ā¼2019), Korean National Police Agency.
| | ā | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 |
| | Accident | 221711 | 223656 | 215354 | 223552 | 232035 | 220917 | 216335 | 217148 | 229600 | | Death | 5229 | 5392 | 5092 | 4762 | 4621 | 4292 | 4185 | 3781 | 3349 | | Pedestrian traffic accident fatality rate (%) | 39.1 | 37.6 | 38.9 | 40.1 | 38.8 | 39.9 | 40.0 | 39.3 | 38.9 |
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