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1.9.1
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install.packages('RRF')
Monthly Downloads
5,253
Version
1.9.1
License
GPL (>= 2)
Maintainer
Houtao Deng
Last Published
July 2nd, 2019
Functions in RRF (1.9.1)
Search functions
classCenter
Prototypes of groups.
combine
Combine Ensembles of Trees
predict.RRF
predict method for random forest objects
plot.RRF
Plot method for RRF objects
varImpPlot
Variable Importance Plot
tuneRRF
Tune RRF for the optimal mtry parameter
rrfcv
Random Forest Cross-Valdidation for feature selection
treesize
Size of trees in an ensemble
outlier
Compute outlying measures
partialPlot
Partial dependence plot
rrfImpute
Missing Value Imputations by RRF
rrfNews
Show the NEWS file
varUsed
Variables used in a random forest
importance
Extract variable importance measure
na.roughfix
Rough Imputation of Missing Values
getTree
Extract a single tree from a forest.
MDSplot
Multi-dimensional Scaling Plot of Proximity matrix from RRF
margin
Margins of RRF Classifier
RRF
Feature Selection with Regularized Random Forest
imports85
The Automobile Data
grow
Add trees to an ensemble