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Table 2 Performance comparison of Rore with other classifiers

From: Rore: robust and efficient antioxidant protein classification via a novel dimensionality reduction strategy based on learning of fewer features

Model

ACC

SN

SP

MCC

F1

Dimension

AodPred

74.79

75.09

74.48

36.8

45.2

158

Zhai

80

79.2

80.8

71.65

96.77

545

DP-AOP

91.08

96.4

85.8

82.6

91.5

17

PredAoDP

93.18

71.65

96.77

71.2

74.9

420

AOPs-SVM

94.2

68.5

98.5

74.1

76.7

176

Rore

95.88

95.4

96.42

91.78

95.86

15