Sampling methods for archaeological predictive modeling: Spatial autocorrelation and model performance

Jacob A. Comer,Douglas C. Comer,Ioana A. Dumitru,Carey E. Priebe,Jesse L. Patsolic

Journal of Archaeological Science: Reports（2023）

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摘要

•Spatial autocorrelation influences measured performances of archaeological predictive models (APMs)•Different sampling methods are appropriate for different APM applications.•Sampling method choice can over- or understate model performance on intended task.

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关键词

Predictive modeling,Site detection,Sampling,Spatial autocorrelation,Model assessment,Remote sensing,Mojave

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