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Table 2 The performance comparisons of different classical classifiers

From: Mal-Prec: computational prediction of protein Malonylation sites via machine learning based feature integration

classifier

Acc (%)

Sen (%)

Spec (%)

F1 (%)

MCC (%)

KNN

59.68

26.73

92.18

34.34

34.98

NB

83.24

84.17

82.36

83.39

72.11

RF

68.25

62.41

74.04

66.27

56.36

Ensemble

64.11

60.11

68.20

62.50

53.69

Mal-Prec (SVM)

91.24

91.71

90.83

91.18

84.03