Table 4.
The trained models—6th of November 2018 to 13th of November 2018.
Order of Measurement (Model Number) | Number of Neurons (-) | Accuracy (%) | Testing | Validation | |||
---|---|---|---|---|---|---|---|
Linear Correlation | MAE | Linear Correlation | MAE | MSE | |||
1 | 10 | 52.0 | 0.724 | 0.016 | 0.714 | 0.017 | 5.33 × 10−4 |
2 | 50 | 85.8 | 0.915 | 0.008 | 0.921 | 0.008 | 1.64 × 10−4 |
3 | 100 | 91.8 | 0.947 | 0.005 | 0.954 | 0.005 | 9.68 × 10−5 |
4 | 150 | 96.1 | 0.969 | 0.003 | 0.973 | 0.003 | 5.07 × 10−5 |
5 | 200 | 96.4 | 0.973 | 0.003 | 0.977 | 0.003 | 4.61 × 10−5 |
6 | 250 | 96.7 | 0.978 | 0.003 | 0.978 | 0.002 | 4.13 × 10−5 |
7 | 300 | 96.7 | 0.978 | 0.003 | 0.978 | 0.002 | 4.13 × 10−5 |
8 | 350 | 96.7 | 0.978 | 0.003 | 0.978 | 0.002 | 4.13 × 10−5 |
9 | 400 | 96.8 | 0.975 | 0.003 | 0.979 | 0.003 | 4.12 × 10−5 |