Dataset | Relief-F | ||||||
---|---|---|---|---|---|---|---|
ACC | AUC | MCC | PPV | Sn | Sp | #Features used | |
Acetylation | 0.88 | 0.92 | 0.78 | 0.95 | 0.82a | 0.95 | 144 |
Phosphorylation | 0.91 | 0.93 | 0.83 | 0.99a | 0.82 | 1.00a | 73 |
Ubiquitylation | 0.88 | 0.91 | 0.77 | 0.96 | 0.80a | 0.96 | 512 |
 | Information Gain | ||||||
Acetylation | 0.88 | 0.90a | 0.78 | 0.97 | 0.80a | 0.97 | 82 |
Phosphorylation | 0.91 | 0.93 | 0.84 | 0.99a | 0.83 | 1.00a | 35 |
Ubiquitylation | 0.88 | 0.91 | 0.77 | 0.96 | 0.80a | 0.96 | 343 |