Table 2.
Averaged performance measures for each PTM-specific dataset using the SVM as a classifier and 102 indices of AAindex1 in the encoding process
Dataset | F1 | Sn | Sp | PPV | ACC | AUC | MCC |
---|---|---|---|---|---|---|---|
Acetylation | 0.86 | 0.81 | 0.94 | 0.93 | 0.87 | 0.89 | 0.75 |
Phosphorylation | 0.84 | 0.74 | 0.99 | 0.99 | 0.86 | 0.92 | 0.75 |
Ubiquitylation | 0.86 | 0.81 | 0.92 | 0.92 | 0.86 | 0.90 | 0.73 |
The highest possible value for all measures is 1
Standard deviations for all values were < ±0.005