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ResearchFormerly WizWand

Hidden value recovery on American Housing Survey (AHS) Minneapolis–St. Paul–Bloomington

0.1322Global-Normalized Recovery LossSmart
0.0974880.3317940.56610.800406Apr 24, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SmartPolicy Category=Contextual, k=All (43), Early stopping=stops at a median of 25 features per house2026.040.1322
GreedyPolicy Category=Contextual, k=102026.040.1603
SmartPolicy Category=Contextual, k=102026.040.1603
GreedyPolicy Category=Contextual, k=82026.040.1725
SmartPolicy Category=Contextual, k=82026.040.1725
GreedyPolicy Category=Contextual, k=52026.040.2048
SmartPolicy Category=Contextual, k=52026.040.2048
GreedyPolicy Category=Contextual, k=42026.040.2233
SmartPolicy Category=Contextual, k=42026.040.2233
ExactPolicy Category=Contextual, k=32026.040.2278
Fwd step.Policy Category=Fixed (ex-ante), k=All (43)2026.040.2363
DeviationPolicy Category=Contextual, k=All (43)2026.040.2363
MarginalPolicy Category=Contextual, k=All (43)2026.040.2363
GreedyPolicy Category=Contextual, k=All (43)2026.040.2363
GreedyPolicy Category=Contextual, k=32026.040.2494
SmartPolicy Category=Contextual, k=32026.040.2494
ExactPolicy Category=Contextual, k=22026.040.2793
GreedyPolicy Category=Contextual, k=22026.040.292
SmartPolicy Category=Contextual, k=22026.040.292
MarginalPolicy Category=Contextual, k=102026.040.302
MarginalPolicy Category=Contextual, k=82026.040.3124
MarginalPolicy Category=Contextual, k=52026.040.3333
MarginalPolicy Category=Contextual, k=42026.040.3384
MarginalPolicy Category=Contextual, k=32026.040.3423
MarginalPolicy Category=Contextual, k=22026.040.3479
Fwd step.Policy Category=Fixed (ex-ante), k=102026.040.3851
MarginalPolicy Category=Contextual, k=12026.040.3917
GreedyPolicy Category=Contextual, k=12026.040.3917
SmartPolicy Category=Contextual, k=12026.040.3917
ExactPolicy Category=Contextual, k=12026.040.3917
Fwd step.Policy Category=Fixed (ex-ante), k=82026.040.4119
Marg. val.Policy Category=Fixed (ex-ante), k=102026.040.4296
Top-kPolicy Category=Fixed (ex-ante), k=102026.040.4401
DeviationPolicy Category=Contextual, k=102026.040.4596
Top-kPolicy Category=Fixed (ex-ante), k=82026.040.4637
Fwd step.Policy Category=Fixed (ex-ante), k=52026.040.4729
DeviationPolicy Category=Contextual, k=82026.040.4927
Marg. val.Policy Category=Fixed (ex-ante), k=82026.040.5047
Fwd step.Policy Category=Fixed (ex-ante), k=42026.040.517
Top-kPolicy Category=Fixed (ex-ante), k=52026.040.5232
Top-kPolicy Category=Fixed (ex-ante), k=42026.040.5356
DeviationPolicy Category=Contextual, k=52026.040.5481
Fwd step.Policy Category=Fixed (ex-ante), k=32026.040.5754
ExactPolicy Category=Fixed (ex-ante), k=32026.040.5754
DeviationPolicy Category=Contextual, k=42026.040.5881
Top-kPolicy Category=Fixed (ex-ante), k=32026.040.6025
Marg. val.Policy Category=Fixed (ex-ante), k=52026.040.6312
DeviationPolicy Category=Contextual, k=32026.040.6317
Fwd step.Policy Category=Fixed (ex-ante), k=22026.040.6484
ExactPolicy Category=Fixed (ex-ante), k=22026.040.6484
Top-kPolicy Category=Fixed (ex-ante), k=22026.040.6717
Marg. val.Policy Category=Fixed (ex-ante), k=42026.040.6822
Marg. val.Policy Category=Fixed (ex-ante), k=32026.040.6908
DeviationPolicy Category=Contextual, k=22026.040.6929
Marg. val.Policy Category=Fixed (ex-ante), k=22026.040.7169
Marg. val.Policy Category=Fixed (ex-ante), k=12026.040.7616
Fwd step.Policy Category=Fixed (ex-ante), k=12026.040.7616
ExactPolicy Category=Fixed (ex-ante), k=12026.040.7616
Top-kPolicy Category=Fixed (ex-ante), k=12026.040.8596
DeviationPolicy Category=Contextual, k=12026.040.9291
No-reveal benchmarkk=02026.041