Table 1 Biclustering results of different methods for simulated data using the plaid model
| Â | Sensitivity | Specificity | Overlapping rate | # of clusters | ||||
|---|---|---|---|---|---|---|---|---|
ISA (0.6, 1) | 1 | 0.84 | 0.99 | 0.84 | 0 | 0.12 | 1 | 3 |
ISA (0.6, 1.2) | 0.95 | 0.53 | 0.84 | 0.90 | 0.06 | 0.08 | 10 | 8 |
ISA (0.7, 1.1) | 0.84 | 0.68 | 0.91 | 0.84 | 0 | 0.16 | 10 | 8 |
SAMBA | 0.43 | 0.39 | 0.99 | 0.99 | 0.31 | 0.3 | 7 | 14 |
CC* | 1 | 0.98 | 0 | 0 | 0.02 | 0 | 10 | 10 |
OPSMs | 0.38 | 0.25 | 0.94 | 0.96 | 0.3 | 0.5 | 11 | 12 |
Plaid | 1 | 1 | 1 | 0.73 | 0 | 0.63 | 1 | 11 |
BBC** | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 3 |