Table 2 Biclustering results of different methods for simulated data with realistic characteristics
| Â | Sensitivity | Specificity | Overlapping rate | # of clusters | ||||
|---|---|---|---|---|---|---|---|---|
ISA (0.6, 1) | 0.98 | 0.70 | 0.76 | 0.78 | 0.51 | 0.65 | 7.2 | 9.8 |
ISA (0.6, 1.2) | 0.90 | 0.75 | 0.79 | 0.73 | 0.57 | 0.57 | 11.2 | 13 |
ISA (0.7, 1.1) | 0.94 | 0.76 | 0.80 | 0.79 | 0.48 | 0.59 | 8.3 | 10.9 |
SAMBA | 0.38 | 0.28 | 0.99 | 0.99 | 0.37 | 0.37 | 5.8 | 5.3 |
CC* | 0.84 | 0.70 | 0.15 | 0.25 | 0.02 | 0.01 | 10 | 10 |
OPSMs | 0.21 | 0.16 | 0.91 | 0.91 | 0.35 | 0.35 | 9.3 | 8.9 |
Plaid | 1.00 | 0.99 | 0.48 | 0.61 | 0.30 | 0.18 | 5 | 2.9 |
BBC** | 1 | 0.97 | 0.99 | 0.97 | 0 | 0 | 2 | 2 |