Table 1 Average test \(R^2\) and Root Mean Squared Error values of MaxFloodCast Experiments 1 and 2.
From: Predicting peak inundation depths with a physics informed machine learning model
| Â | Experiment 1 | Experiment 2 | ||||
|---|---|---|---|---|---|---|
Channel | Non-channel | Overall | Channel | Non-channel | Overall | |
R\(^{2}\) | 0.878 | 0.953 | 0.944 | 0.916 | 0.928 | 0.926 |
RMSE | 2.17 ft (0.66 m) | 0.46 ft (0.14 m) | 0.66 ft (0.20 m) | 1.76 ft (0.54 m) | 0.57 ft (0.17 m) | 0.71 ft (0.22 m) |
