Reliable region predictions for automated valuation models

DOI10.1007/s10472-016-9534-6zbMath1377.62195OpenAlexW2577905330WikidataQ59613150 ScholiaQ59613150MaRDI QIDQ1680846

Anthony Bellotti

Publication date: 16 November 2017

Published in: Annals of Mathematics and Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10472-016-9534-6

zbMATH Keywords

nearest neighboursautomated valuationconformal predictor

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to actuarial sciences and financial mathematics (62P05) Credit risk (91G40)

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Cites Work

• Hedonic housing prices and the demand for clean air
• Regression Conformal Prediction with Nearest Neighbours
• An optimal algorithm for approximate nearest neighbor searching fixed dimensions
• Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification
• Nearest neighbor pattern classification
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