From: SMOTE-Boost-based sparse Bayesian model for flood prediction
Model | Sampling Number | RMSE | DC | FPE |
---|---|---|---|---|
Single week classifier | 3000 | 99.26 | 0.79 | 256 |
 | 4000 | 97.33 | 0.80 | 243 |
 | 5000 | 96.43 | 0.80 | 251 |
Ensemble model with 3 iterations | 3000 | 84.58 | 0.81 | 218 |
 | 4000 | 80.27 | 0.82 | 207 |
 | 5000 | 82.13 | 0.81 | 214 |
Ensemble model with 6 iterations | 3000 | 75.27 | 0.82 | 200 |
 | 4000 | 70.57 | 0.83 | 180 |
 | 5000 | 73.96 | 0.82 | 196 |