Table 3 Coefficient of prediction models and ANOVA evaluation for each response variable

Source II (%) NSI (%) WAC (%) Hardness (g) Springiness (%) Cohesiveness (%) Chewiness (g) Cutting strength (g/cm 2)
Coefficient p-value Coefficient p-value Coefficient p-value Coefficient p-value p-value Coefficient p-value Coefficient p-value Coefficient p-value
estimate Prob> F estimate Prob>F estimate Prob>F estimate Prob>F Prob > F estimate Prob>F estimate Prob>F estimate Prob>F
Model 1301.25 0.0006 1862.93 <0.0001 -223.23 0.0011 16300.15 0.0149 0.2105 -32.01 0.0003 101800.74 0.0003 -14906.73 0.0066
M 94.86 0.0004 -73.66 <0.0001 2.5 0.0427 -102.14 0.0247 0.6445 0.52 0.0106 -74.12 0.0018 619.89 0.0088
B -50.21 0.8125 2.53 0.0007 -61.00 0.0100 0.2543 0.46 0.0002 -1346.18 0.0024 8.77 0.0431
S -1.1 0.0496 -1.03 0.7972 0.1785 0.04 0.0308 -10.08 0.0495
MB 0.2282
MS 0.02 0.0465 0.3067
BS 0.7021
M 2 -0.99 0.0036 0.74 <0.0001 0.2338 -6.45 0.0082
B 2 0.18 0.0201 0.0858 4.68 0.0047
S 2 0.0951 0.04 0.0372
Lack of Fit 0.118 0.4875 0.6273 0.3462 0.8786 0.8083 0.0643 0.519
M=Moisture content; B=Barrel temperature; S=Screw speed; II=Integrity index; NSI=Nitrogen solubility index; WAC=Water absorption capacity; Nonsignificant factors (p>0.05) were removed.