Table 2.
Analysis of variance (ANOVA) for the fitted models of the various responses
| Source | Yield | Viscosity | Lightness | Acidity | Reducing sugar | TSS | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SS | p value | SS | p value | SS | p value | SS | p value | SS | p value | SS | p value | |
| Model | 1305.4309 | < 0.0001** | 22,568.72 | < 0.0001** | 295.3533 | < 0.0001** | 8.881777 | < 0.0001** | 51,428.16 | < 0.0001** | 10.93617 | < 0.0001** |
| X1: Temperature | 220.0387 | < 0.0001** | 12.04167 | 0.5438 ns | 0.324338 | 0.5492 ns | 0.002017 | 0.7861 ns | 9427.581 | < 0.0001** | 2.666667 | < 0.0001** |
| X2: Time | 196.4820 | < 0.0001** | 5370.042 | < 0.0001** | 276.2852 | < 0.0001** | 0.546017 | 0.0004** | 956.47 | 0.0007** | 0.201667 | 0.0487* |
| X3: Cellulase | 298.4265 | < 0.0001** | 1683.375 | < 0.0001** | 3.912338 | 0.0503* | 0.100363 | 0.0702 ns | 363.0926 | 0.0186* | 0.026667 | 0.4475 ns |
| X4: Pectinase | 153.2676 | < 0.0001** | 2583.375 | < 0.0001** | 0.161704 | 0.6714 ns | 0.041667 | 0.2283 ns | 2123.461 | < 0.0001** | 0.666667 | 0.0014** |
| X21 | 66.9732 | 0.0005** | 10,285.36 | < 0.0001** | 2.079003 | 0.1417 ns | 6.471855 | < 0.0001** | 12,373.94 | < 0.0001** | 0.4725 | 0.0050** |
| X22 | 0.9632 | 0.5998 ns | 28.00298 | 0.3585 ns | 0.672324 | 0.3916 ns | 0.43373 | 0.0010** | 8999.429 | < 0.0001** | 3.986786 | < 0.0001** |
| X23 | 7.4494 | 0.1572 ns | 11.0744 | 0.5602 ns | 1.701453 | 0.1809 ns | 1.275268 | < 0.0001** | 14,015.49 | < 0.0001** | 1.981071 | < 0.0001** |
| X24 | 2.0166 | 0.4508 ns | 140.1458 | 0.0512 ns | 5.875074 | 0.0198* | 0.101227 | 0.0691 ns | 7223.834 | < 0.0001** | 0.026786 | 0.4465 ns |
| X1X2 | 294.7231 | < 0.0001** | 0.5625 | 0.8950 ns | 2.197806 | 0.1316 ns | 0.551306 | 0.0004** | 491.8415 | 0.0077** | 0.4225 | 0.0072** |
| X1X3 | 6.2625 | 0.1925 ns | 264.0625 | 0.0108* | 2.949806 | 0.0844 ns | 0.275625 | 0.0056** | 1905.541 | < 0.0001** | 0.0025 | 0.8145 ns |
| X1X4 | 23.4014 | 0.0186 ns | 217.5625 | 0.0185* | 0.345156 | 0.5369 ns | 0.008556 | 0.5777 ns | 2596.667 | < 0.0001** | 0 | 1.0000 ns |
| X2X3 | 12.2325 | 0.0754 ns | 189.0625 | 0.0264* | 0.247506 | 0.6003 ns | 0.021025 | 0.3864 ns | 30.94141 | 0.4529 ns | 0.1225 | 0.1153 ns |
| X2X4 | 3.3581 | 0.3328 ns | 264.0625 | 0.0108* | 0.507656 | 0.4552 ns | 0.142506 | 0.0347* | 2019.379 | < 0.0001** | 0 | 1.0000 ns |
| X3X4 | 8.0231 | 0.1428 ns | 540.5625 | 0.0008** | 0.558756 | 0.4338 ns | 0.0529 | 0.1774 ns | 1360.688 | 0.0001** | 0.25 | 0.0305* |
| Residual | 50.2668 | 468.0833 | 12.95924 | 0.396158 | 781.4003 | 0.6575 | ||||||
| Lack of fit | 31.0149 | 0.6399 ns | 217.25 | 0.8782 ns | 8.353642 | 0.5832 ns | 0.346074 | 0.0918 ns | 699.5696 | 0.0612 ns | 0.449167 | 0.4977 ns |
| Pure error | 19.25188 | 250.8333 | 4.6056 | 0.050083 | 81.83075 | 0.208333 | ||||||
| Cor. total | 1355.698 | 23,036.8 | 308.3126 | 9.277935 | 52,209.56 | 11.59367 | ||||||
| R2 | 0.962881 | 0.979681 | 0.957967 | 0.957301 | 0.985033 | 0.943288 | ||||||
| Adjusted R2 | 0.928236 | 0.960717 | 0.918737 | 0.917449 | 0.971065 | 0.890357 | ||||||
| Predicted R2 | 0.84755 | 0.930001 | 0.822424 | 0.777374 | 0.920563 | 0.750967 | ||||||
| Adequacy Precision | 23.22516 | 28.56515 | 20.64924 | 17.06782 | 24.41392 | 19.58893 | ||||||
SS sum of squares, ns non significant
**Significant at α = 0.01; *significant at α = 0.05