Table 5 Statistics of input parameters.

From: A comparative machine and deep learning approach for predicting ultimate bearing capacity of shallow foundations in cohesionless soil

 

Min

Max

Mean

Std

Skewness

Kurtosis

B [m]

0.03

3.016

0.445147

0.629536

2.96819

8.769519

D [m]

0

0.89

0.171724

0.230613

1.662777

1.779513

L/B [-]

1

6

2.756034

2.105047

0.653817

− 1.32051

γ [kN/m3]

9.85

17.2

14.52698

2.544163

− 0.59387

− 1.31833

φ [°]

32

44.8

38.89052

3.352584

− 0.16356

− 0.93236

qu [kN/m2]

52

2847

441.8961

524.2588

2.252382

5.028811

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