Table 3 Performance of three prediction models in the case of wave-load-on-deck under regular waves
From: Application of time series prediction techniques for coastal bridge engineering
| Â | XGBoost | LSTM | ARIMA |
|---|---|---|---|
Mean Absolute Error (MAE) | 0.0030 | 0.0037 | 0.0030 |
Mean Squared Error (MSE) | 1.4 × 10−3 | 2.6 × 10− 3 | 1.4 × 10− 3 |