Table 3 Comparison of RF model with different numbers of trees.
From: The comparative study of machine learning agent models in flood forecasting for tidal river reaches
Trees | Training RMSE | Training NSE | Testing RMSE | Testing NSE | Training time (s) |
|---|---|---|---|---|---|
20 | 0.1002 | 0.9722 | 0.2981 | 0.8832 | 350 |
50 | 0.0897 | 0.9765 | 0.1911 | 0.9438 | 3100 |
100 | 0.0801 | 0.9828 | 0.1917 | 0.9431 | 4 |
