Table 3.
Area under the ROC curves of simulation 2 data.
AUCr=1.5 | AUCr=1.75 | AUCr=2 | Weighted avg. rank | |
---|---|---|---|---|
hsmm | 0.7623442 | 0.9423881 | 0.9849165 | 2.232382 |
bcp | 0.8219388 | 0.9280808 | 0.9656302 | 2.616598 |
CBS | 0.6828102 | 0.874411 | 0.954873 | 5.487906 |
CGHseg | 0.7292456 | 0.8982693 | 0.9594827 | 4.550670 |
GLAD | 0.5418485 | 0.7366826 | 0.8971196 | 6.730182 |
HaarSeg | 0.7728192 | 0.9114189 | 0.9786983 | 2.977933 |
HMM | 0.6243222 | 0.5872855 | 0.5259849 | 7.212695 |
Weighted avg. rank is calculated as n + 1 − ∑j=1 j=cAUCi × rankj(AUCi)/c for each model i, where c is the number of AUC columns and n is the number of competing models.