Table 7 Sensitivity and specificity of each method in the simulation study (ρ = 0.8, ρ' = 0.1).
From: Identification of differentially expressed subnetworks based on multivariate ANOVA
Sensitivity | Specificity | |||||
|---|---|---|---|---|---|---|
TΣ | Mutual Information | MANOVA | TΣ | Mutual Information | MANOVA | |
Type I | 0.41 | 0.41 | 0.57 | 0.6 | 0.78 | 0.47 |
Type II | 0.07 | 0.02 | 0.14 | 0.83 | 0.96 | 0.76 |
Type III | 0.02 | 0.01 | 0.09 | 0.98 | 0.97 | 0.91 |
Type IV | 0.08 | 0 | 0.24 | 0.87 | 0.98 | 0.77 |
Type V | 0.02 | 0.01 | 0.04 | 0.94 | 1 | 0.92 |