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Table 1 The results produced by the proposed method and the SVM-based method on PPIs datasets

From: Prediction of protein self-interactions using stacked long short-term memory from protein sequences information

Model

Data Sets

ACC (%)

TPR (%)

SPC (%)

PPV (%)

MCC (%)

AUC

SLSTM

S.erevisiae

95.69

92.97

95.94

67.23

77.43

0.9828

Human

97.88

88.00

98.70

84.93

85.60

0.9908

SVM

S.erevisiae

93.06

57.22

97.68

76.25

64.59

0.9345

Human

95.30

54.26

99.01

83.27

66.07

0.9261

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BMC Systems Biology

ISSN: 1752-0509

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