Model #

Performance

Inputs

Model Architecture

R²

MSE (%)

MAE (%)

1

σ'_mean, D_r, FC, e, Nl

Hidden Neurons

15

All Element tests

0.86

0.52

4.76

Validation

0.87

0.12

2.69

Epochs

15000

Training

0.9

0.38

4.44

Testing

0.8

0.81

5.39

2

σ'_mean, D_r, FC, Nl

Hidden Neurons

15

All Element tests

0.9

0.58

5.24

Validation

0.9

0.78

3.38

Epochs

15,000

Training

0.93

0.48

4.83

Testing

0.83

0.99

6.35