Table 2 The performance comparison between DL-PPI and four state-of-the-art sequence-based methods on the Yeast dataset
From: DL-PPI: a method on prediction of sequenced protein–protein interaction based on deep learning
Methods | Precision (%) | Recall (%) | Micro-F1 (%) |
|---|---|---|---|
PIPR | 97.04 | 97.9 | 97.09 |
TAGPPI | 98.1 | 97.5 | 97.8 |
DNN-PPI | 95.4 | 94.84 | |
GNN-PPI | 96.9 | 96.86 | 96.76 |
DL-PPI | 97.90 | 97.93 | 95.12 97.91 |