Click a column to sort.
| Method | Validity ↑ | Budget 1 (smallest) | Budget 2 | Budget 3 | Budget 4 | Budget 5 (largest) |
|---|
| F-Test | 0.846 | 0.952 | 0.932 | 0.879 | 0.781 | 0.689 |
| GainRatio | 0.825 | 0.942 | 0.915 | 0.856 | 0.751 | 0.659 |
| LaplacianScore | 0.797 | 0.847 | 0.850 | 0.827 | 0.758 | 0.701 |
| MI | 0.785 | 0.898 | 0.863 | 0.815 | 0.723 | 0.627 |
| ElasticNet | 0.759 | 0.915 | 0.873 | 0.777 | 0.665 | 0.568 |
| (R)ReliefF | 0.740 | 0.873 | 0.808 | 0.757 | 0.667 | 0.594 |
| Lasso | 0.730 | 0.890 | 0.825 | 0.730 | 0.643 | 0.563 |
| RFImportance | 0.669 | 0.805 | 0.741 | 0.691 | 0.600 | 0.507 |
| mRMR | 0.655 | 0.779 | 0.712 | 0.660 | 0.593 | 0.530 |
| SFS | 0.627 | 0.750 | 0.664 | 0.627 | 0.568 | 0.525 |
| CART | 0.586 | 0.731 | 0.638 | 0.572 | 0.507 | 0.482 |
| LOCO | 0.583 | 0.665 | 0.613 | 0.575 | 0.543 | 0.520 |
| SBE | 0.560 | 0.621 | 0.578 | 0.556 | 0.530 | 0.517 |
| Random | 0.500 | 0.492 | 0.499 | 0.513 | 0.494 | 0.500 |
| MarkovBlanket | 0.463 | 0.465 | 0.467 | 0.447 | 0.473 | 0.463 |