Method (Model)1 | AUC (95% CI) 2 | ACC3 | PPV4 | NPV5 | AIC6 |
---|---|---|---|---|---|
stepPLR (λ = 0.1) (male only, with age) | 0.96(0.94-0.98) | 87.71 | 90.68 | 82.61 | 93.92 |
stepPLR (λ = 1) (male only, with age) | 0.96(0.94-0.98) | 89.30 | 92.31 | 84.29 | 94.84 |
stepPLR (λ = 10) (male only, with age) | 0.96(0.94-0.98) | 89.83 | 93.10 | 84.51 | 95.39 |
stepPLR (λ = 0.1) (male only, without age) | 0.92(0.88-0.95) | 83.42 | 88.59 | 75.34 | 135.39 |
stepPLR (λ = 1) (male only, without age) | 0.92(0.88-0.95) | 84.49 | 90.17 | 76.00 | 136.39 |
stepPLR (λ = 10) (male only, without age) | 0.92(0.89-0.96) | 84.49 | 90.90 | 75.32 | 134.57 |
stepPLR (λ = 0.1) (gender, with age) | 0.95(0.93-0.98) | 88.25 | 91.02 | 84.25 | 142.14 |
stepPLR (λ = 1) (gender, with age) | 0.95(0.93-0.98) | 88.63 | 91.61 | 84.40 | 142.48 |
stepPLR (λ = 10) (gender, with age) | 0.95(0.93-0.97) | 89.01 | 92.20 | 84.54 | 148.32 |
stepPLR (λ = 0.1) (gender, without age) | 0.94(0.91-0.96) | 85.61 | 89.54 | 80.18 | 173.22 |
stepPLR (λ = 1) (gender, without age) | 0.94(0.91-0.97) | 85.61 | 90.06 | 79.65 | 174.15 |
stepPLR (λ = 10) (gender, without age) | 0.93(0.91-0.96) | 85.23 | 90.54 | 78.44 | 180.61 |
mob(AAT|~.) with age, male only) | 0.94(0.91-0.97) | 87.29 | 89.65 | 83.07 | 131.68 |
mob(GP73|~.) with age, male only) | 0.95(0.93-0.98) | 87.87 | 91.89 | 81.42 | 108.96 |
mob(AFP|~.) with age, male only) | 0.96(0.94-0.98) | 89.50 | 90.67 | 87.30 | 103.38 |
mob(Kin|~.) with age, male only) | 0.95(0.92-0.98) | 86.74 | 88.24 | 83.87 | 117.63 |
mob(AAT|~.) without age, male only) | 0.88(0.83-0.94) | 84.49 | 87.50 | 79.10 | 157.50 |
mob(GP73|~.) without age, male only) | 0.89(0.85-0.94) | 80.21 | 83.61 | 73.84 | 153.01 |
mob(AFP|~.) without age, male only) | 0.86(0.81-0.91) | 79.14 | 81.74 | 73.77 | 169.15 |
mob(Kin|~.) without age, male only) | 0.91(0.87-0.95) | 88.23 | 89.43 | 85.93 | 140.17 |
mob(AAT|~.) with age, gender) | 0.95(0.93-0.97) | 87.50 | 90.38 | 83.33 | 171.96 |
mob(GP73|~.) with age, gender) | 0.97(0.96-0.99) | 90.90 | 91.41 | 90.09 | 124.26 |
mob(AFP|~.) with age, gender) | 0.96(0.94-0.98) | 87.87 | 89.93 | 84.76 | 159.88 |
mob(Kin|~.) with age, gender) | 0.95(0.93-0.97) | 89.01 | 88.23 | 90.42 | 155.18 |
mob(AAT|~.) without age, gender) | 0.91(0.88-0.95) | 85.98 | 88.13 | 82.69 | 197.87 |
mob(GP73|~.) without age, gender) | 0.94(0.91-0.96) | 85.33 | 92.36 | 78.06 | 177.11 |
mob(AFP|~.) without age, gender) | 0.92(0.89-0.95) | 85.22 | 87.50 | 81.73 | 190.61 |
mob(Kin|~.) without age, gender) | 0.92(0.88-0.95) | 87.87 | 88.48 | 86.86 | 192.78 |