Table 1 Statistical analysis of collected database.

From: Estimating the strength of soil stabilized with cement and lime at optimal compaction using ensemble-based multiple machine learning

 

C

Li

LL

PI

OMC

MDD

UCS

(%)

(%)

(%)

(%)

(%)

(g/cm3)

(MPa)

Training dataset

 Max

30.0

30.0

102.0

70.0

36.8

2.2

5.4

 Min

0.0

0.0

18.0

0.0

5.4

1.2

0.1

 Avg

4.0

2.5

39.9

17.5

14.2

1.8

2.4

 SD

4.8

3.8

17.1

13.3

7.4

0.2

1.2

 Var

1.2

1.5

0.4

0.8

0.5

0.1

0.5

Validation dataset

 Max

30.0

30.0

80.0

49.0

33.0

2.2

4.4

 Min

0.0

0.0

18.0

1.0

6.9

1.2

0.1

 Avg

3.3

2.6

38.4

14.7

13.1

1.8

2.3

 SD

2.5

4.7

15.4

10.4

6.9

0.2

1.1

 Var

0.8

1.8

0.4

0.7

0.5

0.1

0.5

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