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Table 3 The table represents the model efficiency of predictions on the complete modelling set (from which training set was taken) and the external validation set

From: Predicting target profiles with confidence as a service using docking scores

PDB entry

Eff on modelling set (%)

Eff on ext. val. set (%)

Inhibitors in top 10 (%) predicted ligands

Inhibitors in top 10 (%) docked molecules

Inhibitors in top 20 (%) predicted ligands

Inhibitors in top 20 (%) docked molecules

1RT2

93

97

32

31

68

68

1E66

93

94

60

52

67

70

1QCF

86

93

65

65

73

79

3ERD

93

92

65

58

78

69

3LN1

98

98

50

82

68

86

1BNU

87

87

47

55

75

78

1B8O

94

94

0

43

11

73

Average

92

94

46

55

63

74

  1. The last four columns represents the predicted and the docking enrichment factor for inhibitors, i.e., the percent inhibitors found in the top 10% and 20% of the database search