Table 10 Comparison of Performance Results for Prediction of O-glycosylated Sites using the Top 20 Binary Variables
From: Logic minimization and rule extraction for identification of functional sites in molecular sequences
Method | T | S | Combined Performance | |||
|---|---|---|---|---|---|---|
| Â | Sensitivity | PPV | Sensitivity | PPV | Sensitivity | PPV |
Digital Logic Rules | 91.23 | 66.60 | 89.40 | 66.82 | 90.99 | 66.11 |
Top 45% Digital Logic | 84.76 | 80.61 | 71.70 | 72.97 | 83.06 | 79.62 |
SVM | 74.47 | 95.48 | 70.26 | 69.52 | 73.92 | 92.11 |
ANN | 74.04 | 95.05 | 65.65 | 57.95 | 72.95 | 90.11 |