Table 5 RMSE of the LSTM model trained with and without the use of the AGW parameter
From: Equatorial spread-F forecasting model with local factors using the long short-term memory network
All nights | Post-sunset | Post-midnight | ||||
|---|---|---|---|---|---|---|
AGW | No AGW | AGW | No AGW | AGW | No AGW | |
Feb | 15.9 | 10.6 | 19 | 9.6 | 12 | 11.5 |
Mar | 14.3 | 13 | 19.4 | 16.5 | 5.7 | 8 |
Apr | 32.8 | 23.5 | 44.5 | 29.5 | 12.9 | 15.4 |
Aug | 20.4 | 20.1 | 14 | 12.4 | 25.2 | 25.6 |
Sep | 7.4 | 11.1 | 6.5 | 12.2 | 8.3 | 9.7 |
Oct | 27.2 | 20.3 | 37.7 | 27.6 | 7.3 | 8.1 |