Table 7 Global mean |SHAP| feature importance ranking per target.

From: Explainable machine learning and ensemble models for predicting fresh properties of self consolidating concrete

Feature

Slump Flow (mm)

V-Funnel time (s)

TP (Total Powder)

10.50

0.32

MGS (Mean Grain Size)

6.20

0.42

FA (Fine Aggregate)

4.00

0.78

Cement

3.00

0.31

Admixture

2.70

0.38

Water

2.10

0.82

CA (Coarse Aggregate)

1.80

0.61

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