Table 4.
Estimates of model coefficients and effects of the RSM model showing significance of evaluated factors.
Term | Parameter Estimates | p Value | ||||||
---|---|---|---|---|---|---|---|---|
GSM | SBM | GSM | SBM | |||||
AFB1 | ZEA | AFB1 | ZEA | AFB1 | ZEA | AFB1 | ZEA | |
Food by-product concentration (10,30) | 8.681 | 5.901 | 11.108 | 5.305 | <0.0001 * | <0.0001 * | <0.0001 * | <0.0001 * |
pH (3,9) | 4.263 | 3.369 | 4.612 | 2.037 | 0.0010 * | 0.0023 * | 0.0083 * | 0.0044 * |
Temperature (25,40) | −0.190 | −0.112 | 0.003 | −1.535 | 0.8665 | 0.9098 | 0.9981 | 0.0258 * |
Food by-product concentration × pH | −4.883 | −2.313 | −4.578 | −0.383 | 0.0008 * | 0.0458 * | 0.0173 * | 0.5986 |
Food by-product concentration × Temperature | −0.006 | 0.600 | 2.068 | 1.724 | 0.9961 | 0.5884 | 0.2573 | 0.0252 * |
pH × Temperature | 1.744 | 1.970 | −1.932 | −0.004 | 0.1770 | 0.0852 | 0.2891 | 0.9953 |
Food by-product concentration × Food by-product concentration | −4.851 | −3.741 | −2.499 | −2.270 | 0.0365 * | 0.0621 | 0.4285 | 0.0831 |
pH × pH | 3.373 | 8.102 | 3.002 | 5.592 | 0.1358 | 0.0003 * | 0.3430 | 0.0002 * |
Temperature × Temperature | 0.759 | 0.955 | −2.726 | 0.265 | 0.7308 | 0.6208 | 0.3884 | 0.8336 |
Goodness-of-fit | p value | RSquare | RMSE | RSquare Adj. | PRESS | PRESS RMSE | Predicted RSquare | |
GSM | ||||||||
AFB1 | <0.0001 * | 0.82 | 5.01 | 0.74 | 1337.82 | 6.46 | 0.55 | |
ZEA | <0.0001 * | 0.78 | 4.37 | 0.69 | 1007.13 | 5.61 | 0.48 | |
SBM | ||||||||
AFB1 | <0.0001 * | 0.76 | 7.11 | 0.66 | 2400.11 | 8.66 | 0.48 | |
ZEA | <0.0001 * | 0.84 | 2.87 | 0.77 | 389.14 | 3.49 | 0.65 |
* significant effect (α = 0.05).