Table 5 Statistics values of positive predictive value (PPV) (%).
From: Asymmetric bagging and feature selection for activities prediction of drug molecules
Descriptor | SVM | unSVM | Bagging | unBagging | asBagging | PRIFEAB |
|---|---|---|---|---|---|---|
BCUT | 50.4(2.6) | 38.6(2.8) | 19.1(2.7) | 27.0(4.1) | 3.9(0.1) | 3.8(0.1) |
CONST | NaN(NaN) | 60.7(3.6) | NaN(NaN) | NaN(NaN) | 3.8(0.1) | 3.9(0.1) |
PROP | 4.6(0.2) | 3.6(1.3) | 23.2(2.2) | 25.7(5.4) | 4.3(0.1) | 4.4(0.1) |
TOPO | 3.0(1.8) | NaN(NaN) | 9.7(1.5) | 12.8(4.2) | 3.7(0.1) | 3.7(0.1) |
Average | 19.3(1.5) | 34.3(2.6) | 17.3(2.1) | 21.8(4.6) | 3.9(0.1) | 4.0(0.1) |