Click a column to sort.
| Method | Validity ↑ | Budget 1 (smallest) | Budget 2 | Budget 3 | Budget 4 | Budget 5 (largest) |
|---|
| F-Test | 0.884 | 0.958 | 0.944 | 0.922 | 0.843 | 0.753 |
| GainRatio | 0.866 | 0.957 | 0.938 | 0.902 | 0.811 | 0.723 |
| LaplacianScore | 0.836 | 0.877 | 0.888 | 0.857 | 0.809 | 0.751 |
| MI | 0.832 | 0.922 | 0.891 | 0.862 | 0.787 | 0.699 |
| ElasticNet | 0.803 | 0.935 | 0.882 | 0.824 | 0.734 | 0.641 |
| Lasso | 0.776 | 0.906 | 0.835 | 0.785 | 0.712 | 0.641 |
| (R)ReliefF | 0.775 | 0.874 | 0.822 | 0.795 | 0.724 | 0.661 |
| RFImportance | 0.716 | 0.829 | 0.780 | 0.737 | 0.658 | 0.574 |
| SFS | 0.703 | 0.807 | 0.760 | 0.700 | 0.645 | 0.603 |
| mRMR | 0.699 | 0.812 | 0.751 | 0.696 | 0.643 | 0.595 |
| CART | 0.648 | 0.783 | 0.674 | 0.635 | 0.590 | 0.559 |
| LOCO | 0.640 | 0.693 | 0.659 | 0.642 | 0.616 | 0.591 |
| SBE | 0.636 | 0.666 | 0.680 | 0.634 | 0.609 | 0.591 |
| Random | 0.587 | 0.580 | 0.611 | 0.575 | 0.593 | 0.576 |
| MarkovBlanket | 0.535 | 0.546 | 0.538 | 0.528 | 0.537 | 0.526 |