Table 9.
Parametrization of G-Bic
| Parameters | Values | |
|---|---|---|
| Dataset properties | Number of rows | 660 |
| Number of columns | 180 | |
| Dataset type | Numeric | |
| Data type of rows | Real valued | |
| Min value | ||
| Max value | 100 | |
| Background type | Normal (0,45) | |
| Bicluster properties | Number of biclusters | 52 |
| Row distribution | Normal (73,3) | |
| Number of columns | 4 | |
| Contiguity | None | |
| Bicluster patterns | Row Pattern | Constant |
| Column pattern | None | |
| Overlapping settings | Plaid Coherency | Additive |
| % of overlapping biclusters | 10 | |
| Maximum number of bicluster interactions | 5 | |
| % of overlapping rows | 10 | |
| % of overlapping rows | 10 | |
| Quality | % Missing values on background | 0 |
| % Missing values on biclusters | 0 | |
| % Noise values on background | 0 | |
| % Noise values on background | 40 | |
| Noise deviation | 90 | |
| % Errors values on background | 0 | |
| % Errors values on background | 10 | |
We used G-Bic to generate a synthetic dataset with similar properties based on the reference biclustering