Table 7 The comparison between LSTM-APRCHOA and various utilized models (lead time:12 h)
Network | Bias (%) | RMSE | NSEF | P-value |
|---|---|---|---|---|
LSTM | 46.2375 | 96.5972 | 0.6811 | 0.002 |
LSTM-MPA | 49.2058 | 96.5687 | 0.6423 | 0.003 |
LSTM-CHOA | 47.9663 | 96.9928 | 0.6485 | 0.001 |
LSTM-ARGA | 35.9322 | 91.2397 | 0.6731 | 0.001 |
LSTM-ARWOA | 27.3312 | 89.2245 | 0.7022 | 0.047 |
LSTM-APRCHOA | 25.9669 | 73.6595 | 0.7375 | N/A |