Calculated test data using thermodynamic model

Output

Predicted gama using ANN

calculated by ANN data

error of the ANN predictions

error of the thermodynamic predictions by use of ANN outputs

0.302

0.23

0.4615

0.072

0.1595

2.3168

2.587

3.5023

0.2702

1.1855

0.3726

0.5664

0.3205

0.1938

0.0521

5.357

5.60408

12.638

0.24708

7.281

0.2362

0.2451

0.2613

0.0089

0.0251

0.4863

0.6772

1.079

0.1909

0.5927

0.5237

0.6686

0.3

0.1449

0.2237

0.4219

0.21254

0.70601

0.20936

0.28411

0.4311

0.351215

0.4143

0.079885

0.0168

2.7947

2.8557

9.1918

0.061

6.3971

0.4306

0.98219

0.40056

0.55159

0.03004

5.5809

6.06188

7.2775

0.48098

1.6966

5.8924

6.3578

7.92725

0.4654

2.03485

0.6637

0.6582

0.42118

0.0055

0.24252

0.4967

0.55293

0.36778

0.05623

0.12892

0.6564

0.836017

0.26141

0.179617

0.39499

2.3271

2.7655

0.8657

0.4384

1.4614

0.3704

0.515176

0.67011

0.144776

0.29971

7.6835

6.57

1.82817

1.1135

5.85533

0.17117

0.27

0.18824

0.0988

0.0818

0.24652

0.1968

0.28503

0.04972

0.03851

Average Overall error of test data

0.24113

1.353213