Table 3 Statistics values of sensitivity (%).
From: Asymmetric bagging and feature selection for activities prediction of drug molecules
Descriptor | SVM | unSVM | Bagging | unBagging | asBagging | PRIFEAB |
|---|---|---|---|---|---|---|
BCUT | 20.4(0.7) | 22.3(1.7) | 9.8(1.8) | 8.8(2.0) | 69.1(1.6) | 68.4(1.2) |
CONST | 0.1(0.1) | 20.4(1.2) | 0.1(0.1) | 0.2(0.5) | 73.0(1.0) | 72.5(1.0) |
PROP | 24.5(1.9) | 26.5(1.0) | 12.0(2.3) | 9.9(2.5) | 70.4(1.8) | 71.2(1.9) |
TOPO | 15.4(1.0) | 0.0(0.0) | 7.8(2.3) | 6.3(1.8) | 66.0(0.9) | 66.8(1.6) |
Average | 15.1(0.9) | 17.3(1.0) | 7.4(1.6) | 6.3(1.7) | 69.6(1.3) | 69.7(1.4) |