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Table 2 Statistics values of BACC (%).

From: Asymmetric bagging and feature selection for activities prediction of drug molecules

Descriptor SVM unSVM Bagging unBagging asBagging PRIFEAB
BCUT 60.0(0.3) 60.8(0.9) 54.5(1.0) 54.2(1.0) 68.7(0.7) 67.8(0.5)
CONST 50.0(0.1) 60.1(0.6) 50.0(0.1) 50.1(0.3) 69.1(0.4) 69.3(0.5)
PROP 62.0(1.0) 62.8(0.4) 55.6(1.1) 54.7(1.3) 70.3(0.1) 71.0(0.9)
TOPO 57.4(0.5) 50.0(0.0) 53.2(0.1) 52.8(1.0) 66.8(0.4) 67.3(0.8)
Average 57.4(0.5) 58.4(0.5) 53.3(0.6) 53.0(0.9) 68.7(0.4) 68.9(0.7)
  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.