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randomForest (version 3.4-5)
Breiman's random forest for classification and regression
Description
Classification and regression based on a forest of trees using random inputs.
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Install
install.packages('randomForest')
Monthly Downloads
93,657
Version
3.4-5
License
GPL version 2 or later
Maintainer
Andy Liaw
Last Published
September 22nd, 2024
Functions in randomForest (3.4-5)
Search all functions
treesize
Size of trees in an ensemble
plot.randomForest
Plot method for randomForest objects
predict.randomForest
predict method for random forest objects
var.used
Variables used in a random forest
var.imp.plot
Variable Importance Plot
partial.plot
Partial dependence plot
randomForest
Classification and Regression with Random Forest
combine
Combine Ensembles of Trees
grow
Add trees to an ensemble