Table 1 Statistical intuitions into the features.

From: Estimating the surface chloride concentration of marine concrete utilizing advanced hybrid machine learning models

Statistics

OPC

FA

BFS

SF

SP

WC

Fine agg

Coarse agg

W/B

t

T

Cl content

CC

kg/m3

kg/m3

kg/m3

kg/m3

kg/m3

kg/m3

kg/m3

kg/m3

–

years

oC

gL−1

% wt. of concrete

Mean

370.7

34.0

11.4

5.4

1.5

187.5

765.8

993.8

0.5

4.2

17.8

19.0

0.7

Median

375.0

0.0

0.0

0.0

1.0

180.0

800.0

1020.0

0.5

2.7

16.8

19.0

0.6

Mode

340.0

0.0

0.0

0.0

0.0

180.0

800.0

1020.0

0.5

5.0

7.0

19.0

0.3

Std

75.6

59.9

45.5

12.8

2.0

44.1

116.5

135.4

0.1

6.3

9.4

2.8

0.4

Maximum

519.0

239.0

292.5

50.0

10.2

311.0

1232.0

1305.0

0.8

48.7

50.0

27.4

1.9

Minimum

110.0

0.0

0.0

0.0

0.0

38.5

552.0

410.0

0.3

0.1

7.0

13.0

0.0

Skewness

− 0.7

2.0

4.0

2.3

2.1

0.8

1.5

− 1.8

1.0

4.5

0.4

0.5

0.7