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Table 7 Atom-only representation 10-folds cross-validation predictive accuracies for ProGolem using different recall selection methods

From: Automated identification of protein-ligand interaction features using Inductive Logic Programming: a hexose binding case study

 

Recall selection method

Fold

Primary sequence

Randomized

Domain-dependent

1

43.8%

56.3%

87.5%

2

62.5%

93.8%

78.5%

3

81.3%

87.5%

87.5%

4

56.3%

50.0%

43.8%

5

68.8%

68.8%

81.3%

6

37.5%

56.3%

81.3%

7

56.3%

62.5%

75.0%

8

68.8%

68.8%

81.3%

9

62.5%

81.3%

62.5%

10

56.3%

62.5%

68.8%

Mean

59.4%

68.8%

74.8%

Std Dev

12.6%

14.4%

13.4%