Table 1.
Simulation Study: Shown here are the mean area under the curves (AUCs) for the three methods, cghMCR, H-HMM and BDSAcgh for various levels of noise (τ). The 3rd column shows the full AUCs and the 4th column shows the partial area under the curves (AUC20) truncated at false positive rate of 0.2. Also shown are the standard errors in parentheses.
τ | Method | AUC | AUC20 |
---|---|---|---|
0.10 | cghMCR | 0.8326 (0.0402) | 0.7170 (0.0850) |
H-HMM | 0.9746 (0.0079) | 0.8870 (0.0331) | |
BDSAcgh | 0.9599 (0.0152) | 0.8644 (0.0288) | |
0.20 | cghMCR | 0.7072 (0.0779) | 0.5111 (0.0911) |
H-HMM | 0.7571 (0.0407) | 0.3825 (0.0952) | |
BDSAcgh | 0.9450 (0.0128) | 0.7872 (0.0378) | |
0.30 | cghMCR | 0.6755 (0.0839) | 0.4306 (0.0985) |
H-HMM | 0.6160 (0.0711) | 0.1636 (0.0777) | |
BDSAcgh | 0.9149 (0.0270) | 0.7554 (0.0337) |