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Table 5 Comparison with admetSAR on test sets 1 and 2 when the cutoff is 50%

From: HobPre: accurate prediction of human oral bioavailability for small molecules

Data set

Model

SE

SP

ACC

AUC

Test set 1a

Current Study

0.824

0.819

0.821

0.862

admetSAR

0.784

0.777

0.780

0.831

Test set 2a

Current Study

0.692

0.825

0.773

0.849

admetSAR

0.769

0.725

0.742

0.787

  1. Bold numbers refer to the maximum value (optimum value) obtained from the corresponding evaluation index
  2. aTest set 1 and 2 contain 168 and 66 molecules after removing the molecules used in the admetSAR training set