Skip to main content
. 2019 Mar 21;19(6):1407. doi: 10.3390/s19061407

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