Table 3.
Setting for the illustrative datasets
| Properties | Illustrative 1 | Illustrative 2 | Illustrative 3 | |
|---|---|---|---|---|
| Dataset | Data type | Real-valued | ||
| Size | ||||
| Alphabet | [-100,100] | |||
| Background | N(0,30) | |||
| Biclusters | Number | 1 | 2 | 10 |
| Number of rows | 50 | 50 | U(3,12) | |
| Number of cols | 50 | 50 | U(10,20) | |
| Row Pattern | Constant | Constant | None | |
| Col Pattern | Constant | Constant | Order Preserving | |
| Contiguity | No | No | Yes | |
| Time Profile | None | None | Monotonically Decreasing | |
| Overlapping | Plaid Coherency | No Overlapping | Additive | No Overlapping |
| % of Overlapping biclusters | N.A | 100 % | N.A | |
| Maximum number of bicluster interations | N.A | 2 | N.A | |
| % of overlapping elements | N.A | 50 % | N.A | |
| % of overlapping rows | N.A | 50 % | N.A | |
| % of overlapping columns | N.A | 50 % | N.A | |
| Quality | No noise, errors or missing values | |||