Table 4 Variance analysis (ANOVA) for the two adjusted models.
DPPH IC50 | ABTS IC50 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Model | Freedom degree | Sum of Squares | Mean Square | F Ratio | p-value | Freedom degree | Sum of Squares | Mean Squares | F Ratio | p-value |
Regression | 6 | 453,343 | 75,557.20 | 19.980 | 0.0024* | 6 | 900,387 | 150,064 | 34.2975 | 0.0007* |
Residuals | 5 | 18,908.22 | 3781.60 | 5 | 21,876.92 | 4375 | ||||
Lack of fit | 3 | 18,753.15 | 6251.05 | 18.775 | 0.0123* | 3 | 21,409.179 | 7136.39 | 16.514 | 0.0319* |
Pure error | 2 | 155.059 | 77.53 | 2 | 467.737 | 233.87 | ||||
Total | 11 | 472,251.22 | 11 | 922,263.91 | ||||||
R2 | 0.97 | 0.98 | ||||||||
R2 adj | 0.88 | 0.95 | ||||||||
R2 pred | − 19.00 | 0.46 | ||||||||