Model | Random Parameter | Prediction | SE | Nugget | Range |
---|---|---|---|---|---|
Modeling with 40% dataset | Nugget | 79.00 | 22.95 | 7898.75 | 72,891.45 |
Nugget | 78.99 | 23.34 | 8170.68 | 72,891.45 | |
Nugget | 79.01 | 22.66 | 7702.39 | 72,891.45 | |
Nugget | 79.01 | 22.35 | 7467.51 | 72,891.45 | |
Nugget | 79.02 | 22.47 | 7572.18 | 72,891.45 | |
Range | 78.99 | 23.18 | 8062.43 | 76,769.04 | |
Range | 78.65 | 23.19 | 8068.52 | 79,894.51 | |
Range | 78.66 | 23.17 | 8050.92 | 72,346.21 | |
Range | 78.66 | 23.17 | 8051.90 | 72,671.44 | |
Range | 78.65 | 23.19 | 8068.39 | 79,821.99 | |
Modeling with 60% dataset | Nugget | 67.35 | 21.45 | 6995.20 | 78,808.04 |
Nugget | 67.63 | 20.94 | 7360.37 | 78,808.04 | |
Nugget | 67.57 | 21.05 | 7284.92 | 78,808.04 | |
Nugget | 67.66 | 20.90 | 7425.62 | 78,808.04 | |
Nugget | 67.68 | 21.24 | 7669.06 | 78,808.04 | |
Range | 67.44 | 21.16 | 7018.50 | 80,198.91 | |
Range | 83.57 | 21.03 | 6920.55 | 73,192.36 | |
Range | 67.55 | 21.00 | 7076.75 | 85,175.07 | |
Range | 77.54 | 20.82 | 6979.91 | 77,256.03 | |
Range | 67.55 | 21.00 | 7076.00 | 85,106.29 | |
Modeling with 80% dataset | Nugget | 77.35 | 20.49 | 7017.76 | 78,767.27 |
Nugget | 77.46 | 20.86 | 7356.95 | 78,767.27 | |
Nugget | 77.51 | 21.51 | 7865.18 | 78,767.27 | |
Nugget | 77.20 | 20.02 | 6603.89 | 78,767.27 | |
Nugget | 77.45 | 20.84 | 7332.31 | 78,767.27 | |
Range | 77.82 | 20.60 | 7212.61 | 80,939.15 | |
Range | 77.82 | 20.60 | 7212.40 | 80,888.19 | |
Range | 74.71 | 19.43 | 7172.59 | 72,233.82 | |
Range | 74.71 | 19.44 | 7179.62 | 73,658.34 | |
Range | 77.82 | 20.61 | 7221.91 | 83,206.47 |