Uncertainty quantification in automated valuation models with spatially weighted conformal prediction

Anders Hjort, Gudmund Horn Hermansen, Johan Pensar +1

Non-parametric machine learning models, such as random forests and gradient boosted trees, are frequently used to estimate house prices due to their predictive accuracy, but a main…