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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

MethodPrecisionACCRecallAUC
Our Method100.00% ±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