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. 2024 Aug 2;9(32):34880–34892. doi: 10.1021/acsomega.4c04468

Table 3. ANOVA for Response Surface Polynomial Model of All Independent Variablea.

  Yield (%)
DPPH (%)
ABTS (%)
TPC(mg/g)
TFC (mg QAE/g DW)
Source F-value p-value F-value p-value F-value p-value F-value p-value F-value p-value
Model 34.54 <0.0001 51.1 <0.0001 20.36 <0.0001 151.73 <0.0001 217.1 <0.0001
X1-Rising Time 0.0802 0.7808 0.714 0.4114 1.62 0.2222 6.03 0.0268 11.48 0.0041
X2-Temp 136.87 <0.0001 93.9 <0.0001 14.16 0.0019 5.52 0.0329 386.93 <0.0001
X3-L/S 10.99 0.0047 12.9 0.0027 3.42 0.0843 6.42 0.0229 35.96 <0.0001
X4-Holding Time 32.69 <0.0001 129.93 <0.0001 41.57 <0.0001 181.01 <0.0001 4.47 0.0517
X1X2 27.72 <0.0001 0.0316 0.8613 0.9746 0.3392 29.6 <0.0001 8.78 0.0097
X1X3 20.75 0.0004 0.2406 0.6308 1.26 0.2796 1.89 0.1891 1.46 0.2463
X1X4 2.47 0.1366 0.1509 0.7031 1.72 0.2099 0.7178 0.4102 10.21 0.006
X2X3 35.76 <0.0001 73.66 <0.0001 12.76 0.0028 94.95 <0.0001 7.44 0.0156
X2X4 20.20 0.0004 12.5 0.003 19.17 0.0005 72.73 <0.0001 6.58 0.0215
X3X4 8.07 0.0124 4.56 0.0497 8.01 0.0127 41.01 <0.0001 3.03 0.1021
X12 0.0347 0.8547 8.59 0.0103 10.59 0.0053 41.44 <0.0001 223.67 <0.0001
X22 54.90 <0.0001 11.9 0.0036 7.22 0.0169 565.47 <0.0001 589.37 <0.0001
X32 2.62 0.1265 5.04 0.0403 0.0081 0.9297 45.66 <0.0001 22.98 0.0002
X42 5.53 0.0328 88.91 <0.0001 64.41 <0.0001 0.6226 0.4424 13.02 0.0026
LOF 0.716 0.6953 3.01 0.118 0.7785 0.6568 0.7876 0.6513 2.94 0.1231
CV% 3.57   5.56   7.51   2.65   3.05  
PRESS 57.3   712.37   912.01   124.9   147.86  
R2 0.97   0.9795   0.95   0.993   0.9951  
Adjusted R2 0.94   0.9603   0.90   0.986   0.9905  
Predicted R2 0.91   0.9042   0.87   0.975   0.9813  
Adeq Precision 23.2   23.587   15.45   39.56   42.7768  
AAD 0.585   1.9   2.521   0.833   0.83  
MSE 0.618   5.1   12.84   1.151   1.29  
RSME 0.786   2.3   3.582   1.073   1.14  
MPE 0.018   0.1   0.171   0.017   0.02  
a

LOF: Lack of Fit; CV: Coefficients of variation; AAD: average absolute deviation; MSE: mean square error; RSME: root-mean-square error; MPE: mean percentage error.