Selected criteria | Statistical parameters | |||
---|---|---|---|---|
 | Accuracy | Recall/sensitivity | Specificity | MCC |
Training dataset | ||||
Subcellular localization predictor group | ||||
   At least one positive prediction | 0.95 | 1.00 | 0.95 | 0.77 |
   At least two positive predictions | 0.99 | 0.98 | 0.99 | 0.94 |
   At least three positive predictions | 0.98 | 0.72 | 1.00 | 0.82 |
   All four positive predictions | 0.96 | 0.51 | 1.00 | 0.70 |
Transmembrane β-barrel protein predictor group | ||||
   At least one positive prediction | 0.50 | 0.95 | 0.46 | 0.23 |
   At least two positive predictions | 0.86 | 0.77 | 0.87 | 0.46 |
   At least three positive predictions | 0.91 | 0.56 | 0.95 | 0.47 |
   All four positive predictions | 0.94 | 0.37 | 0.99 | 0.52 |
Outer membrane lipoprotein predictor group | ||||
   At least one positive prediction | 0.93 | 0.35 | 0.98 | 0.41 |
   All two positive predictions | 0.94 | 0.33 | 1.00 | 0.51 |
Test dataset | ||||
   At least two positive predictions for subcellular localization predictors | 1.00 | 0.98 | 1.00 | 0.98 |
   At least three positive predictions for transmembrane β-barrel protein predictors | 0.91 | 0.63 | 0.94 | 0.50 |
   At least one positive prediction for outer membrane protein predictors | 0.93 | 0.44 | 0.98 | 0.49 |
   Integration of the three predictor groups | 0.92 | 1.00 | 0.92 | 0.69 |