Table 3 The comparison of the out-of-sample predictions
From: Spatio-temporal analysis of flood data from South Carolina
Model | MAE | MSE |
|---|---|---|
CAR model | 0.3077 | 0.2903 |
Linear Model | 1.2638 | 3.0411 |
Random Forest | 1.3041 | 3.4282 |
Boosting Trees | 1.5557 | 4.3659 |
From: Spatio-temporal analysis of flood data from South Carolina
Model | MAE | MSE |
|---|---|---|
CAR model | 0.3077 | 0.2903 |
Linear Model | 1.2638 | 3.0411 |
Random Forest | 1.3041 | 3.4282 |
Boosting Trees | 1.5557 | 4.3659 |