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

Table 6

RMSE and MAE comparison for MLP and LSTM during the solar active year (2014).

Station code	MLP		LSTM
	RMSE (TECU)	MAE (TECU)	RMSE (TECU)	MAE (TECU)
qaq1	2.978	2.422	1.23	0.98
baie	4.182	3.459	1.348	1.102
mas1	9.842	8.372	3.831	3.018
bogt	12.61	10.39	4.216	3.342
Average	7.403	6.161	2.656	2.111