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Table 1 Results measured by RP-FIRF method on human dataset with 5-fold cross-validation

From: Identification of self-interacting proteins by integrating random projection classifier and finite impulse response filter

Testing set

Acc (%)

Sen (%)

PE (%)

MCC (%)

1

98.10

76.84

100.00

86.77

2

97.76

74.51

100.00

85.28

3

97.70

71.63

100.00

83.59

4

98.01

73.05

100.00

84.57

5

97.87

76.28

100.00

86.34

Average

97.89 ± 0.17

74.46 ± 2.18

100.00 ± 0.00

85.31 ± 1.29