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math.ST2015
A Random Forest Guided Tour
Gérard Biau, Erwan Scornet
The random forest algorithm, proposed by L. Breiman in 2001, has been extremely successful as a general-purpose classification and regression method. The approach, which combines s…
math.ST2015★ 2 cited
Random forests and kernel methods
Erwan Scornet
Random forests are ensemble methods which grow trees as base learners and combine their predictions by averaging. Random forests are known for their good practical performance, par…