S/N

Lag

Data

Activation

Neurons

Batch

Drop-out

RMSE

MAE

Runtime (m)

1.

MeanAC_42

Undecomposed

Tanh

64

64

0.2

0.00716

0.00533

25.67

2.

Default_1

Decomposed

ReLU

64

32

0.2

0.00960

0.00717

1.91

3.

Default_1

Decomposed

Sigmoid

64

32

0.2

0.01192

0.00927

4.00

4.

MeanAC_42

Decomposed

ELU

32

64

0.2

0.00620

0.00487

3.01