From: Asymmetric bagging and feature selection for activities prediction of drug molecules
Descriptor | SVM | unSVM | Bagging | unBagging | asBagging | PRIFEAB |
---|---|---|---|---|---|---|
BCUT | 98.2(0.1) | 97.9(0.1) | 97.6(0.1) | 97.8(0.1) | 68.3(0.4) | 67.3(0.2) |
CONST | 98.2(0.1) | 98.3(0.1) | 98.2(0.1) | 98.2(0.1) | 65.3(0.5) | 66.2(0.3) |
PROP | 98.1(0.1) | 97.8(0.1) | 97.6(0.1) | 97.8(0.1) | 70.3(0.3) | 70.8(0.2) |
TOPO | 97.8(0.1) | 98.2(0.0) | 97.0(0.2) | 97.5(0.1) | 67.6(0.3) | 67.7(0.3) |
Average | 98.1(0.1) | 98.1(0.1) | 97.6(0.1) | 97.8(0.1) | 67.9(0.4) | 68.0(0.3) |