Table 3.
The trained models—6th of May 2018 to 13th of May 2018.
Order of Measurement (Model Number) | Number of Neurons (-) | Accuracy (%) | Testing | Validation | |||
---|---|---|---|---|---|---|---|
Linear Correlation | MAE | Linear Correlation | MAE | MSE | |||
1 | 10 | 75.7 | 0.855 | 0.004 | 0.857 | 0.004 | 3.32 × 10−5 |
2 | 50 | 94.6 | 0.969 | 0.001 | 0.969 | 0.001 | 7.46 × 10−6 |
3 | 100 | 96.3 | 0.976 | 0.001 | 0.976 | 0.001 | 5.40 × 10−6 |
4 | 150 | 97.0 | 0.979 | 0.001 | 0.981 | 0.001 | 4.41 × 10−6 |
5 | 200 | 97.6 | 0.982 | 0.001 | 0.984 | 0.001 | 3.67 × 10−6 |
6 | 250 | 97.6 | 0.983 | 0.001 | 0.984 | 0.001 | 3.64 × 10−6 |
7 | 300 | 97.6 | 0.983 | 0.001 | 0.984 | 0.001 | 3.64 × 10−6 |
8 | 350 | 97.6 | 0.983 | 0.001 | 0.984 | 0.001 | 3.16 × 10−6 |
9 | 400 | 98.2 | 0.983 | 0.001 | 0.985 | 0.001 | 3.14 × 10−6 |