Table 12 Feature importance from SHAP analysis.

From: Adaptive optimization of natural coagulants using hybrid machine learning approach for sustainable water treatment

Sample ID

Jet velocity importance (%)

Mixing timestamp importance (%)

Coagulant dosage importance (%)

pH importance (%)

Turbidity importance (%)

001

35

28

20

10

7

002

34

29

21

9

7

003

36

27

19

11

7

004

33

30

22

9

6

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