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Table 1 The experimental data set collected from published literature

From: Soft computing techniques to predict the compressive strength of groundnut shell ash-blended concrete

Ref.

Cement (kg/m3)

GSA (kg/m3)

FA (kg/m3)

CA (kg/m3)

Water (kg/m3)

Curing period (days)

Strength (MPa)

No. of data

Abro, Kumar et al. [2]

264–310

0–46.5

620

1240

155

3, 28

13.2–36.9

12

Alabadan, Olutoye et al. [4]

155–310

0–155

620

1240

171

7, 14, 21, 28

2.3–31.4

24

Buari, Olutoge et al. [8]

276–460

0–184

650

1068

170

7, 14, 28

9.8–49.0

15

Dharani and Selvan [12]

263–376

0–113

636

1103

177

7, 28

11.1–29.0

12

Kanchidurai, Nanthini et al. [28]

314–392

0–78.4

477

1353

216

7, 28

19.9–29.8

10

Karthikeyan, Saravanan et al. [29]

309–425

0–106

510

1234

234

7, 14

5.5-29.1

12

Krishnan and Nizar [31]

326–383

0–57.5

549

1184

192

7, 14, 28

7.2–30.1

21

Ige, Anifowose et al. [18]

248–310

0–62

620

1240

186

7, 14, 28

10.5–24.3

15

Ikumapayi, Arum et al. [19]

260–310

0–49.6

620

1240

186

7, 28

12.6–16.3

14

Lakshmi and Sagar [32]

202–310

0–109

620

1240

186

7, 14, 28

5.9–23.2

24

Mujedu and Adebara [35]

77.5–310

0–233

620

1240

171

7, 28

1.8–26.7

24

Nwofor and Sule [36]

186–310

0–124

620

1240

171

7, 14, 21, 28

2.0–25.5

20

Ogork, Uche et al. [37]

191–318

0–127

705

1252

175

7, 28, 60, 90

5.5–31.1

24

Pandi, Ganesan et al. [39]

289–385

0–96.3

577

1154

193

28, 56, 90

18.2–26.0

18

Raheem, Oladiran et al. [44]

264–368

0–73.6

620–846

956–1240

171–202

7, 14, 21, 28

8.2–35.1

28

Samuel [46]

353–470

0–118

705

940

282

3, 7, 21, 28

4.8–26.3

24

Overall

77.5–470

0–233

477–846

940–1353

155–282

3–90

1.79–49.0

297