Table 5.
Algorithm / Good at: | Noise | Number of biclusters | Symmetric overlap | Asymmetric overlap | Size of biclusters |
---|---|---|---|---|---|
BBC | |||||
BiBit | ✓ | ✓ | ✓ | ✓ | |
Bimax | ✓ | ✓ | ✓ | ✓ | |
CCA | |||||
COALESCE | ✓ | ✓ | ✓ | ||
CPB | ✓ | ✓ | |||
DeBi | |||||
FABIA | ✓ | ✓ | |||
ISA | ✓ | ✓ | |||
LAS | ✓ | ✓ | ✓ | ||
MSSRCC | ✓ | – | – | – | – |
OPSM | |||||
Plaid | ✓ | ✓ | |||
QUBIC | ✓ | ||||
SAMBA | ✓ | ✓ | ✓ | ✓ | |
Spectral | ✓ | – | – | – | – |
xMOTIFs | ✓ |
A checkmark indicates that the algorithm in the row achieved good results at all levels of the scenario in the column. A “–” indicates that the algorithm in the row was not tested for the scenario in the column