Top redevelopment candidates per borough.

A calibrated gradient-boosted classifier scores every NYC tax lot using PLUTO + DOB permits + LPC landmarks + ACRIS deed history. Ranked under temporal holdout (PLUTO 2018 features → 2019-2024 NB filings) at AUC 0.978 / P@100 = 0.92.

model: GBT · feature_year: 2018 · labels: 2019-2024 · refreshed May 11, 2026