Statistical characteristics of datasets
. | Training data (Number = 880) . | ||||
---|---|---|---|---|---|
. | R . | F . | W . | C . | λmix/λo . |
Mean | 60,000 | 1.82 | 634 | 0.43 | 1.16 |
Min. | 25,000 | 0.10 | 280 | 0.05 | 0.97 |
Max. | 100,000 | 5.00 | 950 | 0.85 | 1.34 |
Range | 75,000 | 4.90 | 670 | 0.80 | 0.37 |
. | Checking data (Number = 130) . | ||||
R . | F . | W . | C . | λmix/λo . | |
Mean | 53,000 | 2.28 | 575 | 0.43 | 1.11 |
Min. | 24,000 | 0.30 | 370 | 0.12 | 1.03 |
Max. | 89,000 | 4.00 | 825 | 0.79 | 1.27 |
Range | 65,000 | 3.70 | 455 | 0.67 | 0.24 |
. | Testing data (Number = 250) . | ||||
R . | F . | W . | C . | λmix/λo . | |
Mean | 57,000 | 2.70 | 615 | 0.42 | 1.10 |
Min. | 29,000 | 0.20 | 290 | 0.12 | 1.01 |
Max. | 93,000 | 4.80 | 885 | 0.77 | 1.31 |
Range | 64,000 | 4.60 | 595 | 0.65 | 0.3 |
. | Training data (Number = 880) . | ||||
---|---|---|---|---|---|
. | R . | F . | W . | C . | λmix/λo . |
Mean | 60,000 | 1.82 | 634 | 0.43 | 1.16 |
Min. | 25,000 | 0.10 | 280 | 0.05 | 0.97 |
Max. | 100,000 | 5.00 | 950 | 0.85 | 1.34 |
Range | 75,000 | 4.90 | 670 | 0.80 | 0.37 |
. | Checking data (Number = 130) . | ||||
R . | F . | W . | C . | λmix/λo . | |
Mean | 53,000 | 2.28 | 575 | 0.43 | 1.11 |
Min. | 24,000 | 0.30 | 370 | 0.12 | 1.03 |
Max. | 89,000 | 4.00 | 825 | 0.79 | 1.27 |
Range | 65,000 | 3.70 | 455 | 0.67 | 0.24 |
. | Testing data (Number = 250) . | ||||
R . | F . | W . | C . | λmix/λo . | |
Mean | 57,000 | 2.70 | 615 | 0.42 | 1.10 |
Min. | 29,000 | 0.20 | 290 | 0.12 | 1.01 |
Max. | 93,000 | 4.80 | 885 | 0.77 | 1.31 |
Range | 64,000 | 4.60 | 595 | 0.65 | 0.3 |