Table 3. Comparison of algorithms’ accuracy quantified by AUC.
USAir | PB | NS | PPI | Grid | INT | |
---|---|---|---|---|---|---|
CN | 0.939 | 0.926 | 0.987 | 0.916 | 0.638 | 0.650 |
Salton | 0.926 | 0.878 | 0.975 | 0.923 | 0.612 | 0.647 |
Jaccard | 0.899 | 0.865 | 0.980 | 0.920 | 0.622 | 0.657 |
Sorensen | 0.917 | 0.885 | 0.985 | 0.917 | 0.633 | 0.642 |
HPI | 0.840 | 0.861 | 0.983 | 0.910 | 0.635 | 0.651 |
HDI | 0.890 | 0.876 | 0.980 | 0.921 | 0.632 | 0.652 |
LHN_I | 0.727 | 0.754 | 0.972 | 0.910 | 0.626 | 0.650 |
PA | 0.896 | 0.908 | 0.671 | 0.854 | 0.577 | 0.959 |
NMF-LP | 0.955 | 0.958 | 0.922 | 0.956 | 0.641 | 0.961 |