Table 4 Statistics values of specificity (%).
From: Asymmetric bagging and feature selection for activities prediction of drug molecules
Descriptor | SVM | unSVM | Bagging | unBagging | asBagging | PRIFEAB |
|---|---|---|---|---|---|---|
BCUT | 99.6(0.1) | 99.3(0.1) | 99.2(0.1) | 99.6(0.1) | 68.3(0.4) | 67.3(0.2) |
CONST | 99.9(0.1) | 99.7(0.1) | 99.9(0.1) | 99.9(0.1) | 65.2(0.5) | 66.1(0.3) |
PROP | 99.5(0.1) | 99.1(0.1) | 99.3(0.1) | 99.4(0.2) | 70.3(0.4) | 70.8(0.2) |
TOPO | 99.3(0.1) | 100.0(0.0) | 98.6(0.3) | 99.2(0.1) | 67.7(0.3) | 67.7(0.3) |
Average | 99.6(0.1) | 99.5(0.1) | 99.3(0.1) | 99.5(0.1) | 67.9(0.4) | 68.0(0.3) |