Table 3 Statistical properties of biclustering results for the artificial datasets embedded with multiplicative-related biclusters before post-filtering
Property | Algorithm | Noise s.d. | |||||
|---|---|---|---|---|---|---|---|
| Â | Â | 0 | 0.1 | 0.2 | 0.3 | 0.4 | 0.5 |
Average number of biclusters | PM | 2 | 2 | 2.2 | 3 | 2.4 | 2.6 |
| Â | PAL | 2 | 2 | 2.2 | 3.2 | 3 | 3.6 |
| Â | C&C | 20 | 20 | 20 | 20 | 20 | 20 |
| Â | pCluster | 1109 | 956.4 | 855.8 | 753.4 | 658.8 | 729.2 |
Average number of Rows | PM | 25 | 24.80 | 24.17 | 23.72 | 20.20 | 23.40 |
| Â | PAL | 25 | 23.70 | 21 | 20.10 | 19.52 | 19.72 |
| Â | C&C | 5.850 | 5.560 | 6.900 | 8.820 | 8.270 | 6.940 |
| Â | pCluster | 19.94 | 19.93 | 19.87 | 19.75 | 19.71 | 19.66 |
Average number of columns | PM | 7 | 7 | 6.367 | 6.400 | 5.900 | 5.933 |
| Â | PAL | 7 | 7 | 6.433 | 5.517 | 5.567 | 5.417 |
| Â | C&C | 4.300 | 3.870 | 5.020 | 5.660 | 5.570 | 5.110 |
| Â | pCluster | 4.346 | 4.345 | 4.297 | 4.224 | 4.178 | 4.158 |