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Table 3 Comparison of 5-CV prediction performance between our method and state of the art methods using S.cerevisiae dataset(Note: N/A: Not Available)

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

Method

Precision

ACC

Recall

AUC

Our Method

100.00% ±0.00%

99.08% ±0.13%

98.15% ±0.27%

0.9908 ±0.13

Du’s work[9]

96.65% ±0.59%

94.43% ±0.30%

92.06% ±0.36%

0.9754

Wong’s work[26]

96.45% ±0.45%

91.10% ±0.31%

93.92% ±0.36%

0.94 ±0.002

You’s work[27]

91.94% ±0.62%

91.36% ±0.36%

90.76% ±0.69%

0.9707 ±0.12

Guo’s work[3]

88.87% ±6.61%

89.33% ±2.67%

87.37% ±0.22%

N/A