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. 2019 Jul 25;56(11):4855–4866. doi: 10.1007/s13197-019-03951-y

Table 2.

The regression models for the process variables and the product properties when using the independent variables of feed moistures (x1) and 4th barrel zone temperatures (x2) of the pigmented rice extrudates

Response BRE regression modelsa R2 RRE regression modelsb R2
SME (KW/kg)c 50.53 − 9.42x1 − 2.81x2 + 2.09x21 + 4.43x22 0.9947 57.68 − 8.50x1 + 2.82x22 0.8199
WSI (%)d 2.75 − 0.70x1 + 0.09x2 + 0.43x21 − 0.22x1x2 0.9834 7.37 − 2.75x1 + 0.44x2 − 0.53x21 − 0.43x22 0.9643
WAI (g/g)e 6.30 + 0.21x1 − 0.10x2 − 0.12x21 + 0.36x1x2 0.9428 ns ns
Cold viscosity (cP) 51.25 − 13.23x1 + 3.63x2 + 4.43x21 0.9652 164.46 − 56.68x1 + 18.06x2 + 10.16x21 − 12.73x22 0.9762
Expansion Index 2.35 − 0.34x1 + 0.10x2 + 0.05x21 − 0.12x1x2 0.9656 2.77 − 0.40x1 + 0.03x2 − 0.12x22 − 0.05x1x2 0.9918
Specific volume (mL/g) 2.73 − 1.00x1 + 0.38x21 0.8854 2.77 − 1.18x1 + 0.46x21 − 1.04x1x2 0.9077
Compression force (N) 67.95 + 36.57x1 + 4.63x21 − 8.54x22 + 4.94x1x2 0.9814 29.13 + 25.82x1 − 4.76x2 + 14.06x21 0.9525
L* (lightness) 21.45 − 2.57x1 + 0.50x21 + 0.31x22 0.9785 36.13 − 3.23x1 − 0.32x2 − 0.34x21 − 0.70x22 0.9858
C* (chroma) 2.24 − 0.08x1 + 0.09x2 − 0.05x21 + 0.04x22 0.8702 ns ns
h* (hue angle) 77.94 − 5.41x1 − 1.54x22 + 2.31x1x2 0.9474 40.86 + 0.87x1 + 0.38x21 + 0.39x1x2 0.9173

R2, regression coefficient; ns, the mathematical models were not statistically significant (P ≤ 0.10)

aBRE black rice extrudate

bRRE red rice extrudate

cSME specific mechanical energy

dWSI Water Solubility Index

eWAI Water Absorption Index