Table 4.
Summary of data sets and algorithms used in five experiments
| Nr. | Data Set | Problem | Samples | Classes | Algorihtms | Evaluation |
|---|---|---|---|---|---|---|
| 1 | disease relevant genes | ranking | 620 | 1 | 1-4 | LOO AUC |
| 2 | prostate cancer genes | ranking | 9 | 1 | 1-4 | AUC |
| 3 | rectal cancer patients | classification | 36 | 2 | 5-8,13-16 | LOO AUC |
| 4 | endometrial disease | classification | 339 | 2 | 5-8,13-16 | 3-fold AUC |
| miscarriage | classification | 2356 | 2 | 5-8,13-16 | 3-fold AUC | |
| pregnancy | classification | 856 | 2 | 9-12,17-20 | 3-fold AUC | |
| 5 | UCI pen digit and optical digit | classification | 1000-3000 | 10 | 1A,1B,5B,5C,13B,13C | CPU time |