Spatial Cross-Validation for Globally Distributed Data
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-18840-4_10
Reference24 articles.
1. Adams, M.D., Massey, F., Chastko, K., Cupini, C.: Spatial modelling of particulate matter air pollution sensor measurements collected by community scientists while cycling, land use regression with spatial cross-validation, and applications of machine learning for data correction. Atmos. Environ. 230, 117479 (2020)
2. Airola, A., et al.: The spatial leave-pair-out cross-validation method for reliable auc estimation of spatial classifiers. Data Min. Knowl. Disc. 33(3), 730–747 (2019)
3. Arlot, S., Celisse, A.: A survey of cross-validation procedures for model selection. Stat. Surv. 4, 40–79 (2010)
4. Bahn, V., McGill, B.J.: Testing the predictive performance of distribution models. Oikos 122(3), 321–331 (2013)
5. Batjes, N.: Harmonized soil profile data for applications at global and continental scales: updates to the wise database. Soil Use Manag. 25(2), 124–127 (2009)
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