Table 2.
Cancer gene expression datasets used in experiments
|
Dataset |
Samples |
Original |
Selected |
Classes |
Constraints |
Constraints |
|---|---|---|---|---|---|---|
| probes | probes | 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% |