Research Article
Prediction of Protein-Protein Interactions with Local Weight-Sharing Mechanism in Deep Learning
Table 9
Training other models by using the features of forward and backward reconstruction.
| Method | Test set | Accuracy (%) | Recall (%) | Sensitivity (%) | Precision (%) | MCC (%) |
| Xu et al.’s work [27] | 1 | 84.77 | 67.50 | 94.06 | 85.95 | 65.78 | 2 | 84.88 | 67.53 | 94.04 | 85.68 | 65.78 | 3 | 84.88 | 67.68 | 94.53 | 85.33 | 65.47 | 4 | 84.85 | 68.01 | 93.65 | 84.85 | 65.56 | 5 | 84.57 | 66.41 | 94.07 | 85.42 | 64.93 | Average | 84.79 | 67.43 | 94.07 | 85.45 | 65.50 | Average before improvement | 83.35 | 65.45% | 92.95 | 83.32 | 63.77 |
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