测量点 | 模型 | 偏差指标 | |||
MAE/% | MAEP/% | R2/% | RMSE | ||
IA | CNN | 0.92 | 0.89 | 99.30 | 0.0122 |
GRU | 0.98 | 1.62 | 99.12 | 0.1366 | |
CNN-GRU | 0.29 | 0.48 | 99.93 | 0.0038 | |
IB | CNN | 0.89 | 3.4 | 99.31 | 0.0123 |
GRU | 0.81 | 3.22 | 99.36 | 0.0119 | |
CNN-GRU | 0.19 | 1.03 | 99.97 | 0.0022 | |
Iloop | CNN | 1.37 | 28.46 | 79.91 | 0.0163 |
GRU | 0.7 | 13.6 | 87.7 | 0.0127 | |
CNN-GRU | 0.17 | 3.3 | 99.68 | 0.002 |