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. 2022 Feb 9;8(2):e08913. doi: 10.1016/j.heliyon.2022.e08913

Table 3.

Predicted optimum ranges of the independent variables and comparison of the observed and predicted values in the NLC (actual values are expressed as mean, SD, n = 3).

Response variables Predicted value Observed value Residual
Particle size (nm) 142.70 166.3 ± 0.19 16.54
Polydispersity index 00.26 0.35 ± 0.1 34.61
Zeta potential (mV) −24.9 −26.9 ± 0.17 8.03
Encapsulation Efficiency (%) 91.15 91.2 ± 0.15 −0.05

The predicted levels of formulation factors obtained by the software were 5.5:4.5 (w/w) of palm stearin ratio, 1:4.9 (w/w) lipid:surfactant ratio, and 24:76% (w/w) (lipid + surfactant: water) ratio. Residual was calculated as (predicted value – observed value)/predicted value x 100%.