Earth, Planets and Space

Table 4 The performances of the ANN and LSTM models for each magnetic index

From: Equatorial spread-F forecasting model with local factors using the long short-term memory network

	Accuracy		Recall		Precise		F1 score
	ANN	LSTM	ANN	LSTM	ANN	LSTM	ANN	LSTM
ap3	0.83	0.84	0.32	0.29	0.33	0.34	0.32	0.31
kp3	0.84	0.83	0.22	0.26	0.33	0.3	0.26	0.28
Ap	0.84	0.83	0.23	0.26	0.34	0.31	0.28	0.28
Kp	0.84	0.83	0.23	0.26	0.34	0.31	0.28	0.28

The determination of magnetic indices is seen that the ap3 index can provide an optimal performance for both ANN and LSTM models as seen in bold text

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