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. 2021 May 6;78:189–202. doi: 10.1016/j.jsr.2021.04.007

Table 5.

Feature importance of average speed XGBoost algorithms.

Feature Gain Cover Frequency
1 GR-Total Cases 0.574 0.306 0.308
2 Total distance 0.387 0.489 0.500
3 Trip duration 0.035 0.154 0.154
4 Risky hours 0.005 0.051 0.038