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Table 6 Results obtained during external cross-validation procedure using three non-correlated descriptors

From: Ki DoQ: using docking based energy scores to develop ligand based model for predicting antibacterials

Size of training set

q 2

MAE

Size of test set

r 2

MAE

21

0.83 ± 0.02

1.90 ± 0.07

2

0.95 ± 0.03

0.98 ± 0.09

19

0.81 ± 0.01

2.01 ± 0.08

4

0.94 ± 0.02

0.98 ± 0.37

17

0.78 ± 0.03

2.28 ± 0.24

6

0.93 ± 0.03

1.09 ± 0.24