Research Article
Frost Forecasting considering Geographical Characteristics
Table 5
Optimization hyperparameter validation.
| Max depth | Learning rate | AUC (area under the Curve) | Accuracy |
| 3 | 0.1 | 0.938 | 0.895 | 7 | 0.1 | 0.944 | 0.901 | 10 | 0.1 | 0.944 | 0.901 | 3 | 0.5 | 0.942 | 0.900 | 7 | 0.5 | 0.938 | 0.897 | 10 | 0.5 | 0.936 | 0.896 | 3 | 1 | 0.938 | 0.896 | 7 | 1 | 0.924 | 0.883 | 10 | 1 | 0.926 | 0.887 |
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