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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)
  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.