Skip to main content
Earth, Planets and Space

Table 3 The performances of the ANN and LSTM models for each solar 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

F10.7 cm

0.82

0.83

0.13

0.22

0.2

0.29

0.16

0.25

SSN

0.81

0.83

0.3

0.24

0.29

0.32

0.3

0.28

F10.7 + SSN

0.84

0.83

0.1

0.2

0.25

0.28

0.15

0.23

  1. Trained ANN and LSTM models with the SSN index are obtained with acceptable performance as seen in bold text
Back to article page