Research Article
Prediction of Missing Flow Records Using Multilayer Perceptron and Coactive Neurofuzzy Inference System
Table 3
Summary of models statistical performance.
| Model | Stage | RMSE (m3/s) | MAE (m3/s) | |
| MLP
| Training | 401.84 | 213.12 | 0.67 | Cross validation | 382.98 | 170.96 | 0.83 | Testing | 124.71 | 96.33 | 0.98 |
| CANFISM
| Training | 388.97 | 209.28 | 0.69 | Cross validation | 404.49 | 184.48 | 0.81 | Testing | 150.36 | 95.99 | 0.97 |
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