Table 2 Average metrics for the four developed regressors.
Model name | Training MSE | Training MAE | Training R2 | Test MSE | Test MAE | Test R2 |
|---|---|---|---|---|---|---|
Hydrogen | 0.001 | 0.025 | 0.955 | 0.003 | 0.036 | 0.888 |
Carbon | 0.003 | 0.038 | 0.868 | 0.004 | 0.043 | 0.836 |
Nitrogen | 0.002 | 0.029 | 0.926 | 0.002 | 0.032 | 0.905 |
Oxygen | 0.004 | 0.047 | 0.872 | 0.004 | 0.048 | 0.859 |