Feature Selection on Gaussian mixture n=2000 p=100
0.081FDR MeanDeepDRK
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DeepDRKn=20002024.02 | 0.081 | 0.018 | 0.076 | 0.059 | 0.11 | 0.973 | 0.011 | 0.978 | 0.956 | 0.983 | |
| KnockoffGANn=20002024.02 | 0.118 | 0.014 | 0.114 | 0.102 | 0.139 | 0.973 | 0.012 | 0.978 | 0.953 | 0.986 | |
| Deep Knockoffn=20002024.02 | 0.626 | 0.092 | 0.672 | 0.46 | 0.694 | 1 | 0.001 | 1 | 0.997 | 1 | |
| SRMMDn=20002024.02 | 0.658 | 0.06 | 0.644 | 0.583 | 0.736 | 1 | 0.001 | 1 | 0.998 | 1 | |
| DDLKn=20002024.02 | 0.725 | 0.05 | 0.734 | 0.667 | 0.778 | 1 | 0 | 1 | 1 | 1 |