Model | Bacteria population | RMSE | R-Square | R-Square adjusted |
---|---|---|---|---|
E. coli | Â | Â | Â | Â |
 Log-linear | 103 | 0.4043 | 0.9763 | 0.9723 |
105 | 0.4480 | 0.8928 | 0.8571 | |
107 | 0.7712 | 0.8887 | 0.8510 | |
 Weibull | 103 | 0.0374 | 0.9998 | 0.9990 |
105 | 0.1368 | 0.9982 | 0.9968 | |
107 | 0.1392 | 0.9977 | 0.9943 | |
 Biphasic | 103 | 0.2066 | 0.9948 | 0.9928 |
105 | 0.2624 | 0.9755 | 0.9510 | |
107 | 0.2195 | 0.9915 | 0.9858 | |
B. subtilis | Â | Â | Â | Â |
 Log-Linear | 103 | 0.2729 | 0.9305 | 0.9450 |
105 | 0.3636 | 0.9547 | 0.9417 | |
107 | 0.3624 | 0.9518 | 0.9242 | |
 Weibull | 103 | 0.1053 | 0.9965 | 0.9955 |
105 | 0.1153 | 0.9919 | 0.9878 | |
107 | 0.1705 | 0.9905 | 0.9865 | |
 Biphasic | 103 | 0.1361 | 0.9849 | 0.9811 |
105 | 0.1527 | 0.9839 | 0.9806 | |
107 | 0.2196 | 0.9825 | 0.9798 |