Research Article
Risk Assessment of Debris Flow in Huyugou River Basin Based on Machine Learning and Mass Flow
Table 5
Results of the algorithm and implementation methodology
| Algorithm | Scenario | Time (seconds) |
| RF | ā | Training | Prediction | Response | A | 3532.1 | 176.44 | 11.12 | B | 3721.69 | 46.31 | 388.42 | C | 3387.01 | 61.2 | 2.74 |
| CNN | A | 3679.3 | 169.84 | 11.07 | B | 3861.42 | 51.58 | 402.39 | C | 3495.3 | 62.5 | 3.68 |
|
|