Table 2 G-Bic allows users to select different patterns over rows and columns
From: G-bic: generating synthetic benchmarks for biclustering
Coherency | Row pattern | Column pattern | Mathematical formula | Dataset type |
|---|---|---|---|---|
Order preserving | Order Preserving | None | n/a | Numeric and symbolic |
None | Order preserving | |||
Constant | Constant | Constant | \(b_{ij} = \mu\) | Numeric and symbolic |
None | Constant | \(b_{ij} = \alpha _i\) | ||
Constant | None | \(b_{ij} = \beta _j\) | ||
Additive | Additive | Additive | \(b_{ij} = \mu + \alpha _i + \beta _j\) | Numeric |
Constant | Additive | \(b_{ij} = \mu + \beta _j\) | ||
Additive | Constant | \(b_{ij} = \mu + \alpha _i\) | ||
Multiplicative | Multiplicative | Multiplicative | \(b_{ij} = \mu \times \alpha _i \times \beta _j\) | Numeric |
Constant | Multiplicative | \(b_{ij} = \mu \times \beta _j\) | ||
Multiplicative | Constant | \(b_{ij} = \mu \times \alpha _i\) |