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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)
  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.