Top-3 Ensemble - Rightmove vs Model

multi-city build 2026-05-08 16:41:09

Ensemble = mean(p7_6_combined_stack, p7_4_stack_with_nlp, p7_3_stack). 3,002 listings (in-area only). pct_diff = (asking - model) / model x 100 [+ over, - under]. Agree std = std across 3 models / ensemble x 100 (lower = the 3 agree). Q10/Q90 = 80% prediction interval from quantile XGBoost. Conf = 0-100 confidence score (100 = tight Q10-Q90 band; based on per-listing interval width). In = checkmark if asking price is inside the [Q10, Q90] band.

Property attributes
Model outputs

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Address Type Beds Asking Model Pure PPD Asking-cal Comp med Stn km £/m² vs comp pct_diff vs PPD % vs Cal % Conf Q10 Q90 Pred rent Q25 rent Q75 rent Gross yield % Net yield % Mtg int £/mo Cashflow £/mo Cash-on-cash % 20yr back £ vs ETF £ Added