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. 2022 Jun 23;10:888827. doi: 10.3389/fbioe.2022.888827

TABLE 3.

Performance measures for the models created.

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