Table 2 Cancer gene expression datasets used in experiments
From: Semi-supervised consensus clustering for gene expression data analysis
Dataset | Samples | Original | Selected | Classes | Constraints | Constraints |
|---|---|---|---|---|---|---|
| Â | Â | probes | probes | Â | number | % in total |
CNS [22] | 42 | 7129 | 1379 | 5 | 20 | 2.2% |
Leukemia1 [23] | 72 | 7129 | 1877 | 2 | 20 | 0.77% |
Leukemia2 [23] | 72 | 7129 | 1877 | 3 | 20 | 0.77% |
Leukemia3 [24] | 72 | 12582 | 2194 | 3 | 20 | 0.77% |
LungCancer [25] | 203 | 12600 | 1543 | 5 | 100 | 0.48% |
St.Jude [26] | 248 | 12625 | 2526 | 6 | 100 | 0.32% |
Multi-Tissue1 [27] | 174 | 12533 | 1571 | 10 | 100 | 0.66% |
Multi-Tissue2 [28] | 190 | 16063 | 1363 | 14 | 100 | 0.55% |