Table 4.
Summary statistics of biclustering algorithms for the lung cancer dataset
| Method | Count | Average |I x J| | Gene cov. | Condition cov. | Cell cov. |
|---|---|---|---|---|---|
| BICLIC |
6019 |
2302.8 |
1 |
1 |
0.999 |
| (3734) |
(4.2) |
(0.389) |
(1) |
(0.021) |
|
| CPB |
386 |
4594.8 |
0.672 |
1 |
0.344 |
| QUBIC | 1355 | 68.2 | 0.543 | 1 | 0.048 |
Values in parentheses denote the values of seed biclusters of BICLIC. The columns “Count”, “Average |I x J|”, “Gene cov.”, “Condition cov.”, and “Cell cov.” show the numbers of biclusters, average sizes of biclusters, coverage of biclusters in the gene dimension, coverage of biclusters in the condition dimension, and coverage of biclusters for all cells in the matrix.