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Table 1 Performance comparison of the various classifiers for mono-methylarginine data set

From: PRMxAI: protein arginine methylation sites prediction based on amino acid spatial distribution using explainable artificial intelligence

Classifiers

ACC (%)

SP (%)

SEN (%)

MCC

F1-score (%)

AUC

DT

79.73

79.77

79.69

0.59

79.84

0.78

SVM

84.51

87.69

81.81

0.69

85.10

0.93

KNN

74.78

75.82

73.82

0.49

75.27

0.82

NB

83.68

81.73

85.89

0.67

83.13

0.92

RF

87.17

87.58

86.76

0.74

87.14

0.95

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BMC Bioinformatics

ISSN: 1471-2105

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