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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)
  1. Outside of parentheses represent the mean of the respective performance measure, while Inside of parentheses correspond to the standard deviation across the 10 times of 3-fold cross validations.