Table 6 Results of the madsim datasets analysis
From: RGIFE: a ranked guided iterative feature elimination heuristic for the identification of biomarkers
Attributes | Metric | RGIFE-Min | RGIFE-Max | RGIFE-Union | CFS | ReliefF | SVM-RFE | Chi-Square | L1 |
|---|---|---|---|---|---|---|---|---|---|
5 000 | Rel. | 1.0 | 1.2 | 2.7 | 54.9 | 2.7 | 2.7 | 2.7 | 18.4 |
| Â | Irr. | 0.0 | 0.0 | 0.0 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 |
10 000 | Rel. | 1.0 | 1.5 | 3.1 | 68.4 | 3.1 | 3.1 | 3.1 | 22.1 |
| Â | Irr. | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
20 000 | Rel. | 1.0 | 1.3 | 3.2 | 96.4 | 3.2 | 3.2 | 3.2 | 29.2 |
| Â | Irr. | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
40 000 | Rel. | 1.0 | 1.5 | 3.5 | 133.8 | 3.5 | 3.5 | 3.5 | 28.2 |
| Â | Irr. | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |