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Table 8 Prediction Results on Seven Species using Our Proposed Framework, Based on S.cerevisiae Training Dataset as the Overall Training Dataset (Note: N/A: Not Available)

From: Multimodal deep representation learning for protein interaction identification and protein family classification

Species

Our Method

Du’s work[9]

Huang’s work[28]

Zhou’s work[2]

C.elegans

98.44%

94.84%

81.19%

75.73%

H.sapiens

98.50%

93.77%

82.22%

76.27%

M.musculus

98.69%

91.37%

79.87%

76.88%

H.pylori

98.84%

93.66%

82.18%

N/A

D.melanogaster

96.76%

N/A

N/A

N/A

E.coli

97.70%

92.19%

66.08%

71.24%

R.norvegicus

99.77%

N/A

N/A

N/A