Table 9.
The average of the obtained results in the six performed experiments.
| Order of Measurement (Model Number) | Number of Neurons (-) | Accuracy (%) | Validation | ||
|---|---|---|---|---|---|
| Linear Correlation | MAE | MSE | |||
| 1 | 10 | 64.0 | 0.774 | 1.94 × 10−2 | 1.83 × 10−3 |
| 2 | 50 | 87.8 | 0.899 | 8.88 × 10−3 | 6.38 × 10−4 |
| 3 | 100 | 82.4 | 0.925 | 7.29 × 10−3 | 6.75 × 10−4 |
| 4 | 150 | 89.8 | 0.927 | 9.29 × 10−3 | 1.18 × 10−3 |
| 5 | 200 | 91.2 | 0.935 | 8.15 × 10−3 | 1.02 × 10−3 |
| 6 | 250 | 91.1 | 0.931 | 9.14 × 10−3 | 1.45 × 10−3 |
| 7 | 300 | 91.2 | 0.935 | 7.71 × 10−3 | 1.15 × 10−3 |
| 8 | 350 | 90.2 | 0.936 | 7.71 × 10−3 | 1.15 × 10−3 |
| 9 | 400 | 92.1 | 0.936 | 7.85 × 10−3 | 1.17 × 10−3 |