Table 5 Hyperparameters of LSTM approach.

From: Advanced solar radiation prediction using combined satellite imagery and tabular data processing

Hyperparameter

Value

Number of LSTM units in seasonal sub-network

128

Number of LSTM units in trend sub-network

64

Learning rate

0.0001

Batch size

64

Number of training epochs

200 epochs with three stopping criteria