Spatial Cross-Validation When the Data Won’t Spread Out
Spatial Cross-Validation When the Data Won’t Spread Out Random k-fold cross-validation can overstate model performance on clustered ecological data. But the obvious alternatives failed on my dataset too. Here is the spatial fold design I settled on for QueleaGuard, why the first two attempts failed…
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- 2026-10-27 20:04 · DEV Community — Machine Learning
Spatial Cross-Validation When the Data Won’t Spread Out