Table 7 Results from the application of raw and minimum–maximum preprocessing for 7-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 | 58.58 | 51.09 | 30.78 | 31.70 | 29.62 | 45.46 | 77.64 | 49.32 | 40.97 | 47.30 |
Min–Max | 58.58 | 51.09 | 32.91 | 31.70 | 29 | 27.52 | 77.64 | 49.32 | 40.97 | 47.30 | |
MSE train | Raw | 43.51 | 41.32 | 27.09 | 31.56 | 32.96 | 35.92 | 62.16 | 42.04 | 36.94 | 47.82 |
Min–Max | 43.51 | 41.32 | 27.79 | 31.56 | 31.03 | 26.29 | 62.16 | 42.04 | 36.94 | 47.82 | |
R test | Raw | 0.78 | 0.81 | 0.89 | 0.89 | 0.89 | 0.84 | 0.7 | 0.82 | 0.85 | 0.83 |
Min–Max | 0.78 | 0.81 | 0.88 | 0.89 | 0.89 | 0.90 | 0.7 | 0.82 | 0.85 | 0.83 | |
R train | Raw | 0.83 | 0.84 | 0.90 | 0.89 | 0.87 | 0.86 | 0.76 | 0.84 | 0.86 | 0.81 |
Min–Max | 0.83 | 0.84 | 0.89 | 0.89 | 0.88 | 0.90 | 0.76 | 0.84 | 0.86 | 0.81 |