Classification on Adult (test) (Accuracy, F1, AUROC, AUPRC, FPR, FNR)
78.5F1 Scoreall-feat
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| all-featCategory=Non-causal2026.06 | 78.5 | — | — | — | — | — | |
| chi-sqCategory=Non-causal2026.06 | 78.5 | — | — | — | — | — | |
| spearmanCategory=Non-causal2026.06 | 78.5 | — | — | — | — | — | |
| miCategory=Non-causal2026.06 | 78.5 | — | — | — | — | — | |
| STMBCategory=Causal-observation2026.06 | 78.5 | — | — | — | — | — | |
| MMMBCategory=Causal-observation2026.06 | 78.5 | — | — | — | — | — | |
| causal-obsCategory=Causal-observation2026.06 | 76.63 | — | — | — | — | — | |
| borutaCategory=Non-causal2026.06 | 76.01 | — | — | — | — | — | |
| causal-skCategory=Causal-interventional2026.06 | 70.96 | — | — | — | — | — | |
| FCorrTransformer2026.04 | 67.81 | 85.73 | 7.43 | 36.38 | 91.28 | 78.35 | |
| FCorrTransformerRegularization=CAR2026.04 | 67.04 | 83.69 | 12.15 | 29.77 | 89.94 | 73.44 | |
| FT-TransformerRegularization=CAR2026.04 | 65.65 | 84.66 | 8.36 | 37.94 | 89.95 | 73.72 | |
| FT-Transformer2026.04 | 63.46 | 84.76 | 6.36 | 43.97 | 90.11 | 74.39 |