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. 2019 Mar 21;19(6):1407. doi: 10.3390/s19061407

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