Short-Term Power Load Forecasting Based on SAPSO-CNN-LSTM Model considering Autocorrelated Errors

Table 3

The value of hyperparameters.

Hyperparameter	Value of hyperparameter
The number of convolution kernels in convolutional layer 1	28
The number of convolution kernels in convolutional layer 2	12
The number of neurons in the LSTM layer	32
Learning rate	0.0288
Training times	36
Autocorrelation coefficient	−0.027