Hidden value recovery on American Housing Survey (AHS) Minneapolis–St. Paul–Bloomington
0.1322Global-Normalized Recovery LossSmart
Evaluation Results
| Method | Links | |
|---|---|---|
| SmartPolicy Category=Contextual, k=All (43), Early stopping=stops at a median of 25 features per house2026.04 | 0.1322 | |
| GreedyPolicy Category=Contextual, k=102026.04 | 0.1603 | |
| SmartPolicy Category=Contextual, k=102026.04 | 0.1603 | |
| GreedyPolicy Category=Contextual, k=82026.04 | 0.1725 | |
| SmartPolicy Category=Contextual, k=82026.04 | 0.1725 | |
| GreedyPolicy Category=Contextual, k=52026.04 | 0.2048 | |
| SmartPolicy Category=Contextual, k=52026.04 | 0.2048 | |
| GreedyPolicy Category=Contextual, k=42026.04 | 0.2233 | |
| SmartPolicy Category=Contextual, k=42026.04 | 0.2233 | |
| ExactPolicy Category=Contextual, k=32026.04 | 0.2278 | |
| Fwd step.Policy Category=Fixed (ex-ante), k=All (43)2026.04 | 0.2363 | |
| DeviationPolicy Category=Contextual, k=All (43)2026.04 | 0.2363 | |
| MarginalPolicy Category=Contextual, k=All (43)2026.04 | 0.2363 | |
| GreedyPolicy Category=Contextual, k=All (43)2026.04 | 0.2363 | |
| GreedyPolicy Category=Contextual, k=32026.04 | 0.2494 | |
| SmartPolicy Category=Contextual, k=32026.04 | 0.2494 | |
| ExactPolicy Category=Contextual, k=22026.04 | 0.2793 | |
| GreedyPolicy Category=Contextual, k=22026.04 | 0.292 | |
| SmartPolicy Category=Contextual, k=22026.04 | 0.292 | |
| MarginalPolicy Category=Contextual, k=102026.04 | 0.302 | |
| MarginalPolicy Category=Contextual, k=82026.04 | 0.3124 | |
| MarginalPolicy Category=Contextual, k=52026.04 | 0.3333 | |
| MarginalPolicy Category=Contextual, k=42026.04 | 0.3384 | |
| MarginalPolicy Category=Contextual, k=32026.04 | 0.3423 | |
| MarginalPolicy Category=Contextual, k=22026.04 | 0.3479 | |
| Fwd step.Policy Category=Fixed (ex-ante), k=102026.04 | 0.3851 | |
| MarginalPolicy Category=Contextual, k=12026.04 | 0.3917 | |
| GreedyPolicy Category=Contextual, k=12026.04 | 0.3917 | |
| SmartPolicy Category=Contextual, k=12026.04 | 0.3917 | |
| ExactPolicy Category=Contextual, k=12026.04 | 0.3917 | |
| Fwd step.Policy Category=Fixed (ex-ante), k=82026.04 | 0.4119 | |
| Marg. val.Policy Category=Fixed (ex-ante), k=102026.04 | 0.4296 | |
| Top-kPolicy Category=Fixed (ex-ante), k=102026.04 | 0.4401 | |
| DeviationPolicy Category=Contextual, k=102026.04 | 0.4596 | |
| Top-kPolicy Category=Fixed (ex-ante), k=82026.04 | 0.4637 | |
| Fwd step.Policy Category=Fixed (ex-ante), k=52026.04 | 0.4729 | |
| DeviationPolicy Category=Contextual, k=82026.04 | 0.4927 | |
| Marg. val.Policy Category=Fixed (ex-ante), k=82026.04 | 0.5047 | |
| Fwd step.Policy Category=Fixed (ex-ante), k=42026.04 | 0.517 | |
| Top-kPolicy Category=Fixed (ex-ante), k=52026.04 | 0.5232 | |
| Top-kPolicy Category=Fixed (ex-ante), k=42026.04 | 0.5356 | |
| DeviationPolicy Category=Contextual, k=52026.04 | 0.5481 | |
| Fwd step.Policy Category=Fixed (ex-ante), k=32026.04 | 0.5754 | |
| ExactPolicy Category=Fixed (ex-ante), k=32026.04 | 0.5754 | |
| DeviationPolicy Category=Contextual, k=42026.04 | 0.5881 | |
| Top-kPolicy Category=Fixed (ex-ante), k=32026.04 | 0.6025 | |
| Marg. val.Policy Category=Fixed (ex-ante), k=52026.04 | 0.6312 | |
| DeviationPolicy Category=Contextual, k=32026.04 | 0.6317 | |
| Fwd step.Policy Category=Fixed (ex-ante), k=22026.04 | 0.6484 | |
| ExactPolicy Category=Fixed (ex-ante), k=22026.04 | 0.6484 | |
| Top-kPolicy Category=Fixed (ex-ante), k=22026.04 | 0.6717 | |
| Marg. val.Policy Category=Fixed (ex-ante), k=42026.04 | 0.6822 | |
| Marg. val.Policy Category=Fixed (ex-ante), k=32026.04 | 0.6908 | |
| DeviationPolicy Category=Contextual, k=22026.04 | 0.6929 | |
| Marg. val.Policy Category=Fixed (ex-ante), k=22026.04 | 0.7169 | |
| Marg. val.Policy Category=Fixed (ex-ante), k=12026.04 | 0.7616 | |
| Fwd step.Policy Category=Fixed (ex-ante), k=12026.04 | 0.7616 | |
| ExactPolicy Category=Fixed (ex-ante), k=12026.04 | 0.7616 | |
| Top-kPolicy Category=Fixed (ex-ante), k=12026.04 | 0.8596 | |
| DeviationPolicy Category=Contextual, k=12026.04 | 0.9291 | |
| No-reveal benchmarkk=02026.04 | 1 |