Table 5.
Statistical comparison of bicluster outputs using the Spellman dataset [20].
| Biclustering Algorithm | No of Biclusters | GeneCoverage% | ConditionCoverage% |
|---|---|---|---|
| Kmeans | 100 | 100 | 100 |
| ISA | 219 | 91 | 100 |
| CC | 69 | 100 | 100 |
| OPSM | 12 | 84 | 57 |
| BiVisu | 100 | 62 | 100 |
These biclusters were produced when biclustering algorithms were applied with the parameter settings in Table 4 to the Spellman et al. [20] data set. GeneCoverage% and ConditionCoverage\% are the percentages of genes and conditions recovered per each algorithm respectively.