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randomForest (version 3.4-1)
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
99,562
Version
3.4-1
License
GPL version 2 or later
Maintainer
Andy Liaw
Last Published
September 22nd, 2024
Functions in randomForest (3.4-1)
Search all functions
combine
Combine Ensembles of Trees
plot.randomForest
Plot method for randomForest objects
partial.plot
Partial dependence plot
treesize
Size of trees in an ensemble
randomForest
Classification and Regression with Random Forest
predict.randomForest
predict method for random forest objects
grow
Add trees to an ensemble
var.imp.plot
Variable Importance Plot