Closed Kazeya27 closed 1 month ago
PEMSD8-flow数据(均值230,标准差145),均值10标准差500噪声,HIEST模型结果 噪声比例 | MAE | RMSE |
---|---|---|
0 | 15.07 | 23,83 |
0.1 | 34.79 | 59.92 |
0.3 | 82.70 | 119.62 |
0.9 | 163.58 | 201.03 |
PEMSD8-flow数据(均值230,标准差145),均值10标准差15噪声,HIEST模型结果 噪声比例 | MAE | RMSE | MAPE |
---|---|---|---|
0 | 15.04 | 23.88 | 9.77% |
0.1 | 15.18 | 23.97 | 10.40% |
0.2 | 15.34 | 24.09 | 11.05% |
0.3 | 15.56 | 24.25 | 11.79% |
设置零值结果 噪声比例 | MAE | RMSE | MAPE |
---|---|---|---|
0 | 15.04 | 23.88 | 9.77% |
0.1 | 23.26 | 37.41 | 13.19% |
0.2 | 31.09 | 48.31 | 17.24% |
0.3 | 38.28 | 58.46 | 20.85% |