Table 5.
Source | Sum of Squares | df | Mean Square | F-Value | p-Value |
---|---|---|---|---|---|
Mixing and heating | |||||
Model | 191.87 | 9 | 21.32 | 6.72 | 0.0100 |
X 1 | 27.08 | 1 | 27.08 | 8.54 | 0.0223 |
X 2 | 4.96 | 1 | 4.96 | 1.56 | 0.2513 |
X 3 | 16.30 | 1 | 16.30 | 5.14 | 0.0578 |
X 1 X 2 | 14.86 | 1 | 14.86 | 4.68 | 0.0672 |
X 1 X 3 | 63.28 | 1 | 63.28 | 19.95 | 0.0029 |
X 2 X 3 | 20.30 | 1 | 20.30 | 6.40 | 0.0393 |
X 1 2 | 22.78 | 1 | 22.78 | 7.18 | 0.0316 |
X 2 2 | 10.39 | 1 | 10.39 | 3.27 | 0.1133 |
X 3 2 | 7.51 | 1 | 7.51 | 2.37 | 0.1677 |
Residual | 22.21 | 7 | 3.17 | ||
Lack of fit | 18.23 | 3 | 6.08 | 6.11 | 0.0565 |
Pure error | 3.98 | 4 | 0.9950 | ||
Cor total | 214.08 | 16 | |||
R2 = 0.8963 | |||||
UAE | |||||
Model | 149.79 | 9 | 16.64 | 9.31 | 0.0038 |
X 1 | 49.60 | 1 | 49.60 | 27.74 | 0.0012 |
X 2 | 3.59 | 1 | 3.59 | 2.01 | 0.1993 |
X 3 | 64.18 | 1 | 64.18 | 35.90 | 0.0005 |
X 1 X 2 | 0.3600 | 1 | 0.3600 | 0.2014 | 0.6672 |
X 1 X 3 | 23.52 | 1 | 23.52 | 13.16 | 0.0084 |
X 2 X 3 | 0.8464 | 1 | 0.8464 | 0.4734 | 0.5136 |
X 1 2 | 0.2345 | 1 | 0.2345 | 0.1312 | 0.7279 |
X 2 2 | 0.6940 | 1 | 0.6940 | 0.3882 | 0.5530 |
X 3 2 | 7.05 | 1 | 7.05 | 3.94 | 0.0874 |
Residual | 1.79 | 7 | 1.79 | ||
Lack of fit | 3.43 | 3 | 3.43 | 6.21 | 0.0550 |
Pure error | 0.5531 | 4 | 0.5531 | ||
Cor total | 16 | ||||
R2 = 0.9229 | |||||
MCE | |||||
Model | 68.29 | 9 | 7.59 | 13.12 | 0.0013 |
X 1 | 36.42 | 1 | 36.42 | 62.97 | <0.0001 |
X 2 | 1.39 | 1 | 1.39 | 2.41 | 0.1644 |
X 3 | 25.24 | 1 | 25.24 | 43.64 | 0.0003 |
X 1 X 2 | 0.0169 | 1 | 0.0169 | 0.0292 | 0.8691 |
X 1 X 3 | 3.94 | 1 | 3.94 | 6.81 | 0.0349 |
X 2 X 3 | 0.0064 | 1 | 0.0064 | 0.0111 | 0.9192 |
X 1 2 | 1.06 | 1 | 1.06 | 1.84 | 0.2175 |
X 2 2 | 0.0343 | 1 | 0.0343 | 0.0593 | 0.8146 |
X 3 2 | 0.1476 | 1 | 0.1476 | 0.2553 | 0.6289 |
Residual | 4.05 | 7 | 0.5784 | ||
Lack of fit | 2.46 | 3 | 0.8197 | 2.06 | 0.2478 |
Pure error | 1.59 | 4 | 0.3974 | ||
Cor total | 72.34 | 16 | |||
R2 = 0.9440 |
X1, water content (%); X2, time (min); X3, temperature (°C); p < 0.01 highly significant; 0.01 ≤ p < 0.05 significant; p ≥ 0.05 not significant.