TABLE 3.
Performance Measures for the Models Created for L. plantarum | |||
---|---|---|---|
Method/Number of Neurons | Mean Squared Error | R-value | p-Value |
Regression | 0.1900 | 0.97700 | 8.45e-12 |
Levenberg-Marquardt/6 | 0.0280 | 0.99150 | 2.82e-18 |
Levenberg-Marquardt/8 | 0.0014 | 0.99940 | 2.60e-29 |
Quasi-Newton/8 | 0.0523 | 0.98250 | 2.44e-15 |
Fletcher-Powell/10 | 0.0113 | 0.99552 | 1.30e-20 |
Performance measures for the models created for L. casei | |||
Method/Number of neurons | Mean squared error | R-value | p-value |
Regression | 0.2540 | 0.9730 | 3.38e-11 |
Levenberg-Marquardt/6 | 0.0176 | 0.9955 | 6.59e-21 |
Levenberg-Marquardt/8 | 0.0185 | 0.9957 | 4.26e-21 |
Quasi-Newton/8 | 0.0467 | 0.9878 | 8.21e-17 |
Fletcher-Powell/10 | 0.0441 | 0.9883 | 5.66e-17 |
Performance measures for the models created for co-cultures of L. plantarum and L. casei | |||
Method/Number of neurons | Mean squared error | R-value | p-value |
Regression | 0.4110 | 0.9210 | 9.42e-8 |
Levenberg-Marquardt/6 | 0.0418 | 0.9871 | 1.38e-16 |
Levenberg-Marquardt/8 | 0.0124 | 0.9961 | 1.79e-21 |
Quasi-Newton/8 | 0.0627 | 0.9796 | 1.06e-14 |
Fletcher-Powell/10 | 0.0513 | 0.9838 | 1.21e-15 |