randomForest v4.3-2

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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
na.roughfix Rough Imputation of Missing Values
margin Margins of randomForest Classifier
partialPlot Partial dependence plot
predict.randomForest predict method for random forest objects
varUsed Variables used in a random forest
MDSplot Multi-dimensional Scaling Plot of Proximity matrix from randomForest
varImpPlot Variable Importance Plot
randomForest Classification and Regression with Random Forest
combine Combine Ensembles of Trees
importance Extract variable importance measure
tuneRF Tune randomForest for the optimal mtry parameter
grow Add trees to an ensemble
plot.randomForest Plot method for randomForest objects
getTree Extract a single tree from a forest.
treesize Size of trees in an ensemble
rfImpute Missing Value Imputations by randomForest
rfNews Show the NEWS file
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Date 2004-09-10
License GPL version 2 or later
URL http://stat-www.berkeley.edu/users/breiman/RandomForests
Packaged Mon Sep 13 18:39:21 2004; andy

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