Table 3 Variables importance of selected factors through applied three models.
Factors | LR | RF | ANN |
|---|---|---|---|
NO3 | 0.44 | 0.35 | 0.41 |
AS | 0.69 | 0.72 | 0.78 |
PO42− | 0.32 | 0.21 | 0.38 |
SO42− | 0.2 | 0.22 | 0.19 |
Salinity | 0.32 | 0.24 | 0.31 |
HCO3 | 0.54 | 0.55 | 0.67 |
CI | 0.41 | 0.38 | 0.47 |
K+ | 0.24 | 0.25 | 0.28 |
Na+ | 0.77 | 0.84 | 0.88 |
Mg2+ | 0.58 | 0.54 | 0.51 |
F− | 0.74 | 0.77 | 0.81 |
pH | 0.21 | 0.28 | 0.24 |
EC | 0.31 | 0.39 | 0.33 |
Depth | 0.4 | 0.41 | 0.41 |
Ca2+ | 0.33 | 0.31 | 0.35 |