Concepedia

Predicting soil properties in the Canadian boreal forest with limited data: Comparison of spatial and non-spatial statistical approaches

Julien Béguin, Geir‐Arne Fuglstad, Nicolas Mansuy, David Paré

Geoderma · 2017 · 97 citations · 46 references

DOI

Concepts

References

46

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 352.8K citations · Full text

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 27.3K citations · Full text

, , +13

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

, , +19

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 15.4K citations

, , +23