Table 1 Results under different scenarios
ρ=0.1 | ρ=0.3 | ρ=0.5 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Set index | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 2 |
|b| | 0.13(0.05) | 0.26(0.06) | 0.13(0.05) | 0.04(0.06) | 0.07(0.02) | 0.23(0.05) | 0.07(0.02) | 0.11(0.05) | 0.06(0.01) | 0.20(0.03) |
CHP † | 15.21(0.62) | 20.85(12.43) | 24.58(3.70) | 19.84(8.89) | 15.05(0.22) | 20.00(0.00) | 24.97(0.17) | 19.68(4.02) | 15.06(0.28) | 20.00(0.00) |
P-value ‡ | 0.00 | 0.09 | 0.00 | 7.13 ×10−3 | 0.00 | 0.00 | 0.00 | 9.59 ×10−4 | 0.00 | 0.00 |
CHP(%) § | 0.88 | 0.11 | 0.73 | 0.47 | 0.95 | 1.00 | 0.97 | 0.73 | 0.95 | 1.00 |
AUC | 0.58(0.06) | 0.60(0.06) | 0.65(0.08) | |||||||
ρ=0.5 | ρ=0.7 | ρ=0.9 | ||||||||
Set index | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 |
|b| | 0.05(0.01) | 0.11(0.05) | 0.04(0.01) | 0.19(0.02) | 0.04(0.01) | 0.12(0.04) | 0.04(0.01) | 0.17(0.01) | 0.03(0.01) | 0.12(0.03) |
CHP | 24.91(0.29) | 19.85(1.77) | 15.03(0.17) | 20.00(0.00) | 24.95(0.22) | 19.67(2.36) | 15.03(0.17) | 20.00(0.00) | 24.97(0.17) | 20.30(0.32) |
P-value | 0.00 | 8.78 ×10−4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.32 ×10−4 |
CHP(%) | 0.91 | 0.88 | 0.97 | 1.00 | 0.95 | 0.90 | 0.97 | 1.00 | 0.97 | 0.92 |
AUC | 0.71(0.08) | 0.90(0.07) | ||||||||