Research Article
A Machine Learning Method for Predicting Driving Range of Battery Electric Vehicles
Table 7
Comparison results of predictive performance.
| | Data | Maximum error | Minimum error | MAE | | GBDT | CART | MLR | GBDT | CART | MLR | GBDT | CART | MLR |
| | 2015/9/11 | 1.234 | 2.034 | 3.3865 | -0.98 | -1.684 | -3.1664 | 0.678 | 1.237 | 1.6260 | | 2015/9/19 | 1.459 | 1.497 | 0.8749 | -1.023 | -1.767 | -3.6975 | 0.719 | 1.116 | 1.5701 | | 2015/9/28 | 1.501 | 1.972 | 2.5925 | -1.237 | -1.791 | -3.6078 | 0.821 | 1.084 | 1.4612 |
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