Click a column to sort.
| Method | Stability ↑ | Budget 1 (smallest) | Budget 2 | Budget 3 | Budget 4 | Budget 5 (largest) |
|---|
| F-Test | 0.679 | 0.725 | 0.734 | 0.706 | 0.668 | 0.562 |
| LaplacianScore | 0.652 | 0.588 | 0.644 | 0.660 | 0.689 | 0.678 |
| MI | 0.647 | 0.645 | 0.673 | 0.683 | 0.649 | 0.587 |
| (R)ReliefF | 0.646 | 0.641 | 0.647 | 0.672 | 0.656 | 0.612 |
| GainRatio | 0.644 | 0.679 | 0.681 | 0.670 | 0.641 | 0.550 |
| RFImportance | 0.643 | 0.628 | 0.653 | 0.676 | 0.661 | 0.597 |
| mRMR | 0.604 | 0.528 | 0.578 | 0.614 | 0.656 | 0.651 |
| ElasticNet | 0.447 | 0.509 | 0.519 | 0.481 | 0.419 | 0.308 |
| CART | 0.422 | 0.484 | 0.456 | 0.444 | 0.402 | 0.324 |
| MarkovBlanket | 0.413 | 0.418 | 0.396 | 0.413 | 0.434 | 0.405 |
| Lasso | 0.362 | 0.421 | 0.422 | 0.389 | 0.334 | 0.246 |
| SFS | 0.267 | 0.368 | 0.278 | 0.239 | 0.225 | 0.176 |
| LOCO | 0.173 | 0.299 | 0.220 | 0.151 | 0.114 | 0.080 |
| SBE | 0.132 | 0.195 | 0.175 | 0.144 | 0.095 | 0.059 |
| Random | 0.001 | -0.001 | 0.001 | -0.001 | 0.002 | 0.002 |