Table 1 Sensitivity and Specificity for yeast data using 10-fold cross-validation including the total predication accuracy
From: Protein localization prediction using random walks on graphs
| Â | RaWa | SVM | ||
|---|---|---|---|---|
| Â | Sensitivity | Precision | Sensitivity | Precision |
MIT | 57.38 | 68.29 | 54.9 | 65.0 |
NUC | 54.08 | 59.95 | 51.0 | 64.0 |
CYT | 68.90 | 55.67 | 72.1 | 47.7 |
ME1 | 84.09 | 55.22 | 72.7 | 68.1 |
EXC | 51.43 | 64.29 | 57.1 | 58.8 |
ME2 | 39.22 | 57.14 | 41.2 | 52.5 |
ME3 | 77.91 | 74.71 | 81.6 | 76.4 |
VAC | 0 | - | 0 | - |
POX | 55.00 | 84.62 | 0 | - |
ERL | 1 | 83.33 | 0 | 0 |
Total Accuracy | 61.3±0.11 | 60.2±0.28 | ||