From: Novel topological descriptors for analyzing biological networks
Classifier | Attributes | Acc. | Sens. | Spec. | Prec. | F-Measure |
---|---|---|---|---|---|---|
Random Forest | 7U | 63.2 | 65.2 | 60.9 | 67.0 | 66.1 |
σ |  | 0.77 | 1.02 | 0.83 | 0.67 | 0.79 |
Random Forest | 5U + 2L | 64.0 | 66.5 | 60.9 | 67.5 | 67.0 |
σ |  | 0.88 | 1.46 | 1.87 | 0.97 | 1.15 |
SVM | 7U | 63.0 | 83.3 | 38.2 | 62.2 | 71.2 |
σ |  | 1.23 | 2.66 | 4.92 | 1.32 | 1.67 |
SVM | 5U + 2L | 65.0 | 79.3 | 47.7 | 64.9 | 71.4 |
σ |  | 0.88 | 1.07 | 2.37 | 0.90 | 0.97 |