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Table 1 The mean values of eight simple descriptors for inhibitors and non-inhibitors and the associated p-values determined by Mann–Whitney U-test for each descriptor

From: ADMET evaluation in drug discovery. 20. Prediction of breast cancer resistance protein inhibition through machine learning

Class

SlogP

logS

a_acc

a_don

b_rotN

KierFlex

a_aro

b_ar

Inhibitors

4.26

− 6.07

4.10

1.19

6.09

4.36

17.51

18.01

Non-inhibitors

3.29

− 5.25

3.70

1.41

5.88

4.53

13.46

13.73

p-value

2.16 × 10−50

4.63 × 10−27

1.32 × 10−09

1.12 × 10−08

6.38 × 10−01

3.14 × 10−04

6.90 × 10−75

5.90 × 10−80