Table 2 The value of parameters in synthetic dataset for four biclustering algorithm
Pattern | Type | AMBB | Bimax | BiBit | QUBIC |
|---|---|---|---|---|---|
Shift-pattern | Non-noise | \(\delta\) = 6 | m = 5 | m = 5 | c = 0.55 |
Noise | \(\delta\) = 9 | m = 5 | m = 5 | c = 0.55 | |
Scale-pattern | Non-noise | \(\delta\) = 4 | m = 4 | m = 4 | c = 0.85 |
Noise | \(\delta\) = 13 | m = 6 | m = 10 | c = 0.55 | |
Shift-scale pattern | Non-noise | \(\delta\) = 4 | m = 4 | m = 4 | c = 0.85 |
Noise | \(\delta\) = 20 | m = 7 | m = 10 | c = 0.45 | |
Overlapping | Non-noise (2 × 5) | \(\delta\) = 5 | m = 6 | m = 2 | c = 0.85 |
Noise (2 × 5) | \(\delta\) = 9 | m = 2 | m = 6 | c = 0.75 | |
Non-noise (5 × 5) | \(\delta\) = 14 | m = 7 | m = 10 | c = 0.75 | |
Noise (5 × 5) | \(\delta\) = 19 | m = 4 | m = 2 | c = 0.65 |