Table 8 Results from the application of raw and minimum–maximum preprocessing for 28-day compressive strength by using DAVO algorithm.
7-day compressive strength | Neuron number | 30 | 60 | 90 | 120 | 150 | 180 | 210 | 240 | 270 | 300 |
|---|---|---|---|---|---|---|---|---|---|---|---|
MSE test | Raw | 88.20 | 110.30 | 75.86 | 53.74 | 55.03 | 129.90 | 45.91 | 173.75 | 49.89 | 94.98 |
Min–Max | 53.79 | 110.30 | 75.86 | 51.54 | 55.04 | 129.90 | 45.97 | 173.74 | 43.64 | 94.98 | |
MSE train | Raw | 77.40 | 92.97 | 74.19 | 52.70 | 56.02 | 107.24 | 48.63 | 160.13 | 50.18 | 89.82 |
Min–Max | 63.76 | 92.97 | 74.19 | 50.58 | 56.14 | 107.24 | 49.73 | 160.13 | 41.73 | 89.82 | |
R test | Raw | 0.85 | 0.81 | 0.87 | 0.91 | 0.91 | 0.77 | 0.92 | 0.69 | 0.92 | 0.84 |
Min–Max | 0.91 | 0.81 | 0.87 | 0.91 | 0.91 | 0.77 | 0.92 | 0.69 | 0.93 | 0.84 | |
R train | Raw | 0.87 | 0.85 | 0.88 | 0.91 | 0.91 | 0.82 | 0.92 | 0.73 | 0.92 | 0.85 |
Min–Max | 0.89 | 0.85 | 0.88 | 0.92 | 0.91 | 0.82 | 0.92 | 0.73 | 0.93 | 0.85 |