Research Article
Prediction of Protein-Protein Interactions with Local Weight-Sharing Mechanism in Deep Learning
Table 7
Comparison with other methods.
| Method | Accuracy (%) | Sensitivity (%) | Precision (%) | MCC (%) |
| Our work | 99.57 | 99.76 | 99.74 | 99.14 | Work in Ref. [28] | 98.78 | 98.23 | 98.61 | 97.57 | Work in Ref. [13] | 97.38 | 94.76 | 100.00 | 94.89 | Work in Ref. [12] | 94.43 | 96.65 | 94.38 | 88.97 | Work in Ref. [26] | 93.92 | 91.10 | 96.45 | 88.56 | Work in Ref. [24] | 92.65 | 92.63 | 92.67 | 86.40 | Work in Ref. [25] | 92.05 | 88.82 | 95.87 | 86.09 | Work in Ref. [36] | 89.33 | 88.87 | 89.93 | N/A | Work in Ref. [27] | 83.35 | 92.95 | 83.32 | 63.77 |
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