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Table 5 Evaluation on 187 proteins from DS188

From: Predicting protein-protein interface residues using local surface structural similarity

Predictor

Precision%

Recall%

F1%

Accuracy%

CC%

AUC%

Promate

36.5

30.3

33.1

77.1

19.5

67.7

PINUP

40.7

34.7

37.5

78.3

24.6

66.0

Cons-PPISP

46.5

30.6

36.9

80.4

26.7

73.2

Meta-PPISP

49.0

26.7

34.6

81.1

26.2

74.6

PrISE C spe.

48.0

43.2

45.5

80.6

33.8

77.2

PrISE C hom.

43.2

38.1

40.5

79.0

27.9

74.2

  1. "PrISEC spe." refers to the performance computed after excluding from the prediction process samples extracted from homologs of the same species that the query proteins. "PrISEC hom." indicates that samples extracted from homologs were filtered out from the repository