Table 2 Collected experimental data sources.

From: Advanced and hybrid machine learning techniques for predicting compressive strength in palm oil fuel ash-modified concrete with SHAP analysis

Sr

No

Ref

Author (s)

X

Sr

No

Ref

Author (s)

X

1

33

Mohammed et al. (2014)

16

2

26

Zeyad et al. (2016)

36

3

84

Sata et al. (2010)

72

4

85

Tangchirapat et al. (2010)

28

5

38

Chindaprasirt et al. (2007)

8

6

17

Hamada et al. (2020)

15

7

13

Hamada et al. (2020)

12

8

14

Hasan et al. (2023)

18

9

86

Hamada et al. (2019)

12

10

87

Ul Islam et al. (2016)

24

11

88

Awal et al. (2013)

4

12

89

Jaturapitakkul et al. (2007)

13

13

90

Sata et al. (2004)

16

14

91

Zeyad et. al. (2017)

21

15

92

Wan Hassan et al. (2020)

30

16

39

Tangchirapat et al. (2009)

16

17

93

Ranjbar et al. (2016)

24

18

94

Al-Mughanam et al. (2020)

42

  

Total Dataset

407

  1. X: No. of Datapoints collected from referenced paper.