Table 1 Statistics values of AUC (%).
From: Asymmetric bagging and feature selection for activities prediction of drug molecules
Descriptor | SVM | unSVM | Bagging | unBagging | asBagging | PRIFEAB |
|---|---|---|---|---|---|---|
BCUT | 59.4(1.3) | 61.2(1.3) | 55.0(1.0) | 55.2(1.0) | 75.3(0.8) | 75.8(0.6) |
CONST | 50.8(0.8) | 59.3(1.9) | 50.3(1.1) | 50.4(1.1) | 75.0(0.3) | 75.3(0.5) |
PROP | 62.3(1.4) | 63.0(1.2) | 55.4(1.5) | 55.5(1.3) | 78.0(0.9) | 78.3(0.9) |
TOPO | 57.7(1.0) | 50.8(0.8) | 54.0(1.1) | 54.1(2.0) | 73.4(0.5) | 73.6(0.7) |
Average | 57.6(1.1) | 58.6(1.3) | 53.7(1.2) | 53.8(1.4) | 75.4(0.6) | 75.8(0.7) |