From: Statistics-based model for prediction of chemical biosynthesis yield from Saccharomyces cerevisiae
 | Model 1 | Model 2 | Model 3 | ||||||
---|---|---|---|---|---|---|---|---|---|
 | With primary steps | Without primary steps | Ethanol as a primary metabolite | ||||||
Variable | Coefficient | P-value | Std. Error | Coefficient | P-value | Std. Error | Coefficient | P-value | Std. Error |
Intercept | -1.53 | 0 | 0.42 | -1.60 | 0 | 0.34 | -1.73 | 0 | 0.41 |
Primary step | -0.01 | 0.76 | 0.04 | - | - | - | 0.003 | 0.93 | 0.03 |
Secondary step | -0.19 | 0 | 0.02 | -0.19 | 0 | 0.02 | -0.19 | 0 | 0.02 |
OVE C2 | 0.007 | 0.98 | 0.26 | 0.0003 | 0.99 | 0.25 | 0.05 | 0.84 | 0.24 |
OVE C3 | 0.52 | 0.07 | 0.29 | 0.50 | 0.079 | 0.28 | 0.56 | 0.05 | 0.28 |
KNO C2 | 0.31 | 0.08 | 0.18 | 0.31 | 0.078 | 0.18 | 0.37 | 0.03 | 0.17 |
NUT C2 | 0.73 | 0 | 0.18 | 0.73 | 0 | 0.18 | 0.71 | 0 | 0.17 |
INT C2 | 0.77 | 0.02 | 0.31 | 0.82 | 0.001 | 0.25 | 0.86 | 0.004 | 0.29 |
CUL C2 | 0.51 | 0.02 | 0.22 | 0.51 | 0.02 | 0.21 | 0.51 | 0.02 | 0.21 |
OXY C2 | 0.27 | 0.32 | 0.27 | 0.28 | 0.31 | 0.27 | 0.12 | 0.65 | 0.27 |
Multiple R 2 | Â | 0.55 | Â | Â | 0.55 | Â | Â | 0.58 | Â |