Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure¶
Roberts, D. R., Bahn, V., Ciuti, S., Boyce, M. S., Elith, J., Guillera‐Arroita, G., Hauenstein, S., et al. (2017). Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure. Ecography, 40(8), 913-929.
Cited by¶
1 citation across 1 artifact.
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Mechanisms¶
- Entity-Grouped Split
- The discipline is to name the shared nuisance first and choose the key to match it — standard grouped cross-validation practice
This sourceRecommends blocked cross-validation matched to temporal, spatial, hierarchical, or phylogenetic dependence in the data.
- The discipline is to name the shared nuisance first and choose the key to match it — standard grouped cross-validation practice
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