Model
|
Bacteria population
|
RMSE
|
R-Square
|
R-Square adjusted
|
---|
E. coli
| | | | |
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
| | | | |
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
|
- RMSE Root Mean Sum of Squared Error