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

Table 1

Value range of hyperparameters.

Hyperparameter	Value range of hyperparameter
The number of convolution kernels in convolutional layer 1	2–128
The number of convolution kernels in convolutional layer 2	2–128
The number of neurons in the LSTM layer	5–100
Learning rate	0.001–0.05
Training times	5–50