The spatially conscious machine learning model

DOI10.1002/SAM.11440OpenAlexW2984471200WikidataQ126818182 ScholiaQ126818182MaRDI QIDQ4970309

Nathaniel D. Bastian, Timothy J. Kiely

Publication date: 14 October 2020

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1902.00562

zbMATH Keywords

artificial neural networksmachine learninggeneralized linear modelsrandom forestsspatial analysisreal estatefeature engineeringgradient boosting

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Uses Software

• gnm

Cites Work

• The elements of statistical learning. Data mining, inference, and prediction
• Random forests
• Stochastic gradient boosting.

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