Table 8 Statistical analysis of acid attack.

From: Machine learning predictions of high-strength RCA concrete utilizing chemically activated fly ash and nano-silica

Descriptive statistics

Cement

Nano silica content

Fly ash

Na2SO4

NCA

RCA

FA

Water

Ad

Days

Reduction in compressive strength

Mean

426.25

8.25

123.75

8.8

495

405

800

180

12

2.5

24.05

Standard error

10.37756

0

10.37756

0.495039

40.50316

40.50316

0

0

0

0.125789

0.84

Median

426.25

8.25

123.75

11

450

450

800

180

12

2.5

24.59

Mode

550

8.25

0

11

900

0

800

180

12

1

--

Standard deviation

92.81975

0

92.81975

4.427761

362.2713

362.2713

0

0

0

1.125088

7.60

Sample variance

8615.506

0

8615.506

19.60506

131240.5

131240.5

0

0

0

1.265823

57.79

Range

247.5

0

247.5

11

900

900

0

0

0

3

29.86

Minimum

302.5

8.25

0

0

0

0

800

180

12

1

8.38

Maximum

550

8.25

247.5

11

900

900

800

180

12

4

38.25

Sum

34,100

660

9900

704

39,600

32,400

64,000

14,400

960

200

1924.34

Count

80

80

80

80

80

80

80

80

80

80

80