Table 6 Statistics values of negative predictive value (NPV) (%).
From: Asymmetric bagging and feature selection for activities prediction of drug molecules
Descriptor | SVM | unSVM | Bagging | unBagging | asBagging | PRIFEAB |
|---|---|---|---|---|---|---|
BCUT | 98.5(0.1) | 98.6(0.1) | 98.3(0.1) | 98.3(0.1) | 99.2(0.1) | 99.1(0.1) |
CONST | 98.2(0.1) | 98.5(0.1) | 98.2(0.1) | 98.2(0.1) | 99.2(0.1) | 99.2(0.1) |
PROP | 98.5(0.3) | 98.6(0.1) | 98.4(0.1) | 98.3(0.1) | 99.2(0.1) | 99.2(0.1) |
TOPO | 98.4(0.1) | 98.2(0.0) | 98.3(0.1) | 98.3(0.1) | 99.1(0.1) | 99.1(0.1) |
Average | 98.4(0.1) | 98.5(0.1) | 98.3(0.1) | 98.3(0.1) | 99.2(0.1) | 99.2(0.1) |