Back Propagation algorithm with DBD method

LM Algorithm

GA-MLP-LM hybrid algorithm

GA-RBF-LM algorithm

MSE

0.0216220

0.0027955

0.0008322

0.0001280

0.0004287

0.0000311

0.0003897

0.0000216

Normalized MSE

0.0196367

0.0019174

0.0007558

0.0000879

0.0003893

0.0000213

0.0001983

0.0000107

Mean absolute error

0.0982449

0.0334360

0.0171013

0.0088656

0.0096071

0.0041174

0.076218

0.0028132

Max abs error

0.7178296

0.1992776

0.1665330

0.0268288

0.1377690

0.0118656

0.1124131

0.0106423

Min abs error

0.0010255

0.0013521

0.0002858

0.0002419

0.0002270

0.0001434

0.0001892

0.0001072