표 6 학습모형 패러미터: 인공신경망(ANN)

패러미터	값
Number of hidden layer	8
Number of nodes	2,048
Activation function	ReLu
Train loss function	Mean squared error(MSE)
Validation loss function	Mean absolute percent error(MAPE)
Optimizer	Adam
Batch size	0.001
Split rate (train-validation-test set)	60-20-20(%) Randomly split
Epochs	100

주 : ANN, artificial neural network.