Table 3 Statistical analysis of collected databases.
From: Data-driven framework for prediction of mechanical properties of waste glass aggregates concrete
C | W | PL | FAg | CAg | FGL | CGL | Fc | Ft | Density | Slump | |
|---|---|---|---|---|---|---|---|---|---|---|---|
kg/m3 | kg/m3 | kg/m3 | kg/m3 | kg/m3 | kg/m3 | kg/m3 | MPa | MPa | kg/m3 | mm | |
Train | |||||||||||
Max. | 578.00 | 200.10 | 8.10 | 1034.00 | 1318.50 | 1034.00 | 1107.10 | 71.10 | 7.10 | 2615.00 | 283.00 |
Min | 275.00 | 138.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 4.23 | 1.38 | 1660.00 | 15.00 |
Avg | 397.07 | 178.43 | 1.62 | 513.18 | 962.43 | 226.80 | 91.48 | 37.05 | 3.92 | 2362.81 | 112.89 |
SD | 71.92 | 19.26 | 2.36 | 263.82 | 267.66 | 254.32 | 231.61 | 14.86 | 1.08 | 134.33 | 83.25 |
Var | 0.18 | 0.11 | 1.46 | 0.51 | 0.28 | 1.12 | 2.53 | 0.40 | 0.27 | 0.06 | 0.74 |
Validate | |||||||||||
Max. | 578.00 | 200.10 | 7.65 | 805.00 | 1308.40 | 848.10 | 1107.10 | 65.20 | 6.80 | 2595.00 | 276.00 |
Min | 275.00 | 138.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 12.50 | 2.37 | 2063.00 | 16.00 |
Avg | 405.64 | 178.60 | 1.74 | 448.99 | 922.49 | 255.84 | 125.41 | 38.91 | 4.05 | 2352.14 | 116.29 |
SD | 71.93 | 21.01 | 2.43 | 281.05 | 257.06 | 264.90 | 261.50 | 16.44 | 1.11 | 105.28 | 84.38 |
Var | 0.18 | 0.12 | 1.40 | 0.63 | 0.28 | 1.04 | 2.09 | 0.42 | 0.28 | 0.04 | 0.73 |
