Forecasting of Ionospheric Total Electron Content Data Using Multivariate Deep LSTM Model for Different Latitudes and Solar Activity

Table 5

RMSE and MAE comparison for MLP and LSTM during the solar quiet year 2008.

Station code	MLP		LSTM
	RMSE (TECU)	MAE (TECU)	RMSE (TECU)	MAE (TECU)
qaq1	1.451	1.253	0.477	0.376
Baie	2.265	1.950	0.48	0.363
mas1	4.106	3.579	1.402	1.005
bogt	5.933	5.012	1.792	1.132
Average	3.439	2.949	1.038	0.719