Table 2.
Source | Flavour | Mouthfeel | Aftertaste | Viscosity | Sedimentation | TSS |
---|---|---|---|---|---|---|
Regression | ||||||
Model | 7.43* | 7.38* | 7.70* | 13.16* | 1.5* | 15.01* |
X1 | −0.57* | −0.34* | −0.14*** | −1.00* | 0.19* | −2.16* |
X2 | 0.057 | 0.36* | 0.042 | 3.20* | 0.67* | 1.02* |
X3 | 0.008 | 0.37* | 0.13*** | 0.34 | 0.10* | 0.23 |
X1*X2 | −0.072** | 0.036 | −0.24** | 0.13 | 0.015 | 0.32 |
X1*X3 | 0.32 | −0.11*** | −0.09 | 0.13 | 0.03 | 0.59*** |
X2*X3 | 0.048 | 0.10*** | 0.29** | 0.38 | −0.05 | 0.59*** |
X21 | −0.15** | −0.17* | −0.12 | −1.12* | 0.02** | −0.44*** |
X22 | −0.30* | −0.53* | −0.22** | −0.42** | −0.09* | −0.27** |
X23 | −0.55* | −0.32* | −0.70* | −0.24 | 0.05*** | 0.16 |
ANOVA | ||||||
R2, % | 95.57 | 98.71 | 95.50 | 97.87 | 99.26 | 98.17 |
Adj R2, % | 91.58 | 97.54 | 91.44 | 95.96 | 98.60 | 96.52 |
Pred R2, % | 75.45 | 93.95 | 78.71 | 93.40 | 97.79 | 89.65 |
Adequate precision | 16.58 | 28.00 | 15.04 | 24.62 | 45.95 | 26.92 |
Std. dev. | 0.23 | 0.12 | 0.20 | 0.61 | 0.07 | 0.50 |
Mean | 6.74 | 6.68 | 6.99 | 11.95 | 1.48 | 14.34 |
Coefficient of variation, % | 3.34 | 1.77 | 2.96 | 5.19 | 4.89 | 3.49 |
PRESS | 2.81 | 0.65 | 2.02 | 11.94 | 0.15 | 14.19 |
Lake of fit | 0.2447NS | 0.4751NS | 0.4428NS | 0.8591NS | 0.8693NS | 0.1065NS |
X1 = Whey; X2 = Innova® fibre; X3 = Sucralose
NS Non significant
*Significant at 0.001 level, **Significant at 0.01 level, ***Significant at 0.05 level