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randomForest (version 3.4-4)
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
77,306
Version
3.4-4
License
GPL version 2 or later
Maintainer
Andy Liaw
Last Published
January 1st, 1970
Functions in randomForest (3.4-4)
Search functions
var.used
Variables used in a random forest
combine
Combine Ensembles of Trees
plot.randomForest
Plot method for randomForest objects
grow
Add trees to an ensemble
randomForest
Classification and Regression with Random Forest
treesize
Size of trees in an ensemble
partial.plot
Partial dependence plot
predict.randomForest
predict method for random forest objects
var.imp.plot
Variable Importance Plot