Table 3 Optimum parameters of GA-RF.
Variation type | n_estimators | max_depth | min_samples_leaf | min_samples_split |
|---|---|---|---|---|
5-year variation | 80 | 20 | 2 | 1 |
10-year variation | 60 | 20 | 2 | 1 |
Annual average variation | 70 | 10 | 2 | 1 |
Variation type | n_estimators | max_depth | min_samples_leaf | min_samples_split |
|---|---|---|---|---|
5-year variation | 80 | 20 | 2 | 1 |
10-year variation | 60 | 20 | 2 | 1 |
Annual average variation | 70 | 10 | 2 | 1 |