Table 1. Hyperparameters of the Neural Network
Parameters
Value/Specification
Learning rate
0.005
Optimization method
Adams (default β
1
, β
2
, ε)
Initialization method
Glorot Uniform
Epochs
3500-4000
Batch size
8
Loss
Mean absolute percentage error
Hidden units
7 (6-8)