randomForest v4.0-7

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by Andy Liaw

Breiman's random forest for classification and regression

Classification and regression based on a forest of trees using random inputs.

Functions in randomForest

Name Description
predict.randomForest predict method for random forest objects
rfImpute Missing Value Imputations by randomForest
randomForest Classification and Regression with Random Forest
getTree Extract a single tree from a forest.
partial.plot Partial dependence plot
grow Add trees to an ensemble
importance Extract variable importance measure
na.roughfix Rough Imputation of Missing Values
var.imp.plot Variable Importance Plot
MDSplot Multi-dimensional Scaling Plot of Proximity matrix from randomForest
treesize Size of trees in an ensemble
tuneRF Tune randomForest for the optimal mtry parameter
var.used Variables used in a random forest
plot.randomForest Plot method for randomForest objects
combine Combine Ensembles of Trees
margin Margins of randomForest Classifier
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Date 2004/01/09
License GPL version 2 or later
Packaged Fri Jan 9 13:04:32 2004; andy

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