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Table 5 Performance of GBDT_KgluSite and other methods on the independent test dataset

From: GBDT_KgluSite: An improved computational prediction model for lysine glutarylation sites based on feature fusion and GBDT classifier

Model

Acc (%)

Sen (%)

Pre (%)

F1 (%)

MCC

AUC (%)

GluPred [7]

70.00

85.71

63.16

72.73

43.44

70.98

iGlu_Lys [9]

81.74

79.31

57.50

66.67

55.87

80.89

BiPepGlu [11]

71.43

55.17

41.03

47.06

28.65

65.73

DeepDN_iGlu [17]

66.67

61.88

69.57

65.50

33.68

70.34

GBDT_KgluSite

90.11

95.06

85.08

89.79

80.73

96.75

  1. To facilitate understanding, the highest value in each column is shown in bold