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. 2022 Dec 9;8(12):e12224. doi: 10.1016/j.heliyon.2022.e12224

Table 9.

Comparison of predictive abilities of RSM and ANN models.

Solubility of phosphate (μg/ml) IAA production (μg/ml)
Parameters RSM ANN RSM ANN
RMSE 8.190 1.205 2.054 1.686
R2 0.968 0.999 0.971 0.979
AARD (%) 0.961 0.487 3.234 2.532
MAE 6.863 0.877 1.776 1.396
SEP 4.179 0.615 3.541 2.907
MSE 67.077 1.452 4.219 2.842