Daily Prediction Model of Photovoltaic Power Generation Using a Hybrid Architecture of Recurrent Neural Networks and Shallow Neural Networks

Table 4

Selected models configuration.

Hyperparameter	Model 1	Model 2	Model 3
#neurons	60	150	150
Activation function	LeakyReLU	LeakyReLU	LeakyReLU
Loss function	LogCosh	LogCosh	Huber
Optimizer	RMSprop	RMSprop	RMSprop
Input series size	48	48	48
Data set split	80-20%	80-20%	80-20%