Table 2 Model setup 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 |
|---|---|---|---|
Training set size / % | 80 | 60 | 67 |
Validation set size / % | – | 20 | – |
Test set size / % | 20 | 20 | 33 |
Single predict data volume | 10 | 10 | 10 |
Predict steps | 5 | 5 | 1 |