Table 3 Lift value of GAFNB and NB in large unbalance data
From: Identifying protein complexes with fuzzy machine learning model
NB | GAFNB GE = 10 | GAFNB GE = 30 | GAFNB GE = 50 | |
|---|---|---|---|---|
Top 10 | 15.63 | 16.23 | 16.63 | 16.63 |
Top 20 | 14.23 | 14.23 | 14.73 | 14.73 |
Top 30 | 11.89 | 12.02 | 12.69 | 13.36 |
Top 40 | 10.72 | 11.22 | 11.42 | 11.62 |
Top 50 | 9.66 | 10.22 | 10.54 | 10.5 |
Top 60 | 8.88 | 9.12 | 9.55 | 9.39 |
Top 70 | 8.16 | 8.33 | 8.5 | 8.65 |
Top 80 | 7.54 | 7.52 | 7.79 | 7.97 |
Top 90 | 7.04 | 6.92 | 7.19 | 7.28 |
Top 100 | 6.47 | 6.53 | 6.77 | 6.93 |