Table 3 Performance comparison of different proposed methods on the dataset
From: Identification of all-against-all protein–protein interactions based on deep hash learning
Dataset | Method | Recall | Precision | F1 |
|---|---|---|---|---|
C. elegans | DHL-PPI | 0.981 | 1 | 0.99 |
C. elegans | Yang [43] | 0.992 | 0.993 | 0.993 |
C. elegans | DNN-PPI [37] | 0.981 | 0.992 | 0.986 |
Drosophila | DHL-PPI | 0.981 | 0.998 | 0.99 |
Drosophila | Yang | 0.996 | 1 | 0.998 |
Drosophila | DNN-PPI | 0.9686 | 0.9995 | 0.9837 |
E. coli | DHL-PPI | 0.962 | 0.987 | 0.975 |
E. coli | Yang | 0.984 | 0.994 | 0.989 |
E. coli | DNN-PPI | 0.942 | 0.975 | 0.958 |
Human | DHL-PPI | 0.963 | 0.984 | 0.973 |
Human | Yang | 0.98 | 0.995 | 0.988 |
Human | DNN-PPI | – | – | – |