S/N

Lag

Data

Activation

Neurons

Batch

Drop-out

RMSE

MAE

Runtime (m)

1.

Default_1

Decomposed

Tanh

64

64

0.2

0.01551

0.01040

3.00

2.

Default_1

Undecomposed

ReLU

64

64

0.2

0.01312

0.00854

3.67

3.

Default_21

Undecomposed

Sigmoid

48

16

0.2

0.05236

0.03567

11.67

4.

Default_21

Undecomposed

ELU

64

64

0.2

0.02136

0.01421

12.67