No.

MSE

Iter.

Conf.

R-Square

Train

Test

Valid

ALL

ReLU Function

4.3269

35

8-6-4-4-4-1

0.9949

0.8868

0.9422

0.9089

Tangent Sigmoid Function

4.1069

35

8-6-4-4-4-1

0.9977

0.9418

0.92855

0.9311

Sigmoid Function

43.2897

35

8-6-4-4-4-1

0.8248

0.7256

0.7781

0.7504