Classification on WBDC (test)
98.25AccuracyVWA-OL
Evaluation results
| Method | Links | |
|---|---|---|
| VWA-OLVariables=x2, x15, x18, x19, x21, x23, x28, q=0.012026.06 | 98.25 | |
| DeepLassoVariables=First 5 variables: x17, x32, x31, x30, x292026.06 | 95.66 | |
| DeepPINKVariables=x21, x28, q=0.012026.06 | 95.61 | |
| DFSVariables=x3, x232026.06 | 95.61 | |
| DeepLINK(ko)Variables=x1, x2, x6, x7, x8, x17, x23, x24, q=0.012026.06 | 95.52 | |
| KnockoffsVariables=x8, x11, x25, x28, q=0.012026.06 | 93.33 | |
| PFIFeature Subset=Bottom 30%, Classifier=SVM2026.05 | 92.85 | |
| SHAPFeature Subset=Bottom 30%, Classifier=SVM2026.05 | 92.51 | |
| FAMeXFeature Subset=Top 30%, Classifier=SVM2026.05 | 91.75 | |
| SHAPFeature Subset=Top 30%, Classifier=SVM2026.05 | 85.35 | |
| PFIFeature Subset=Top 30%, Classifier=SVM2026.05 | 85.22 | |
| FAMeXFeature Subset=Bottom 30%, Classifier=SVM2026.05 | 62.98 |