XGBoost

Evaluation of Global Data for National-Scale Soil Depth Mapping in Data-Scarce Regions: A Case Study from Sri Lanka
A stacked ensemble of Random Forest, XGBoost, Cubist, and SVM maps soil depth from global covariates, and shows where the data, not the algorithm, is the limit.
Ebrahim Jahanshiri, Eranga M. Wimalasiri, Yinan Yu, Ranjith B. Mapa
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