classCenter |
Prototypes of groups. |
combine |
Combine Ensembles of Trees |
getTree |
Extract a single tree from a forest. |
grow |
Add trees to an ensemble |
grow.default |
Add trees to an ensemble |
grow.randomForest |
Add trees to an ensemble |
importance |
Extract variable importance measure |
importance.default |
Extract variable importance measure |
importance.randomForest |
Extract variable importance measure |
imports85 |
The Automobile Data |
margin |
Margins of randomForest Classifier |
margin.default |
Margins of randomForest Classifier |
margin.randomForest |
Margins of randomForest Classifier |
MDSplot |
Multi-dimensional Scaling Plot of Proximity matrix from randomForest |
na.roughfix |
Rough Imputation of Missing Values |
na.roughfix.data.frame |
Rough Imputation of Missing Values |
na.roughfix.default |
Rough Imputation of Missing Values |
outlier |
Compute outlying measures |
outlier.default |
Compute outlying measures |
outlier.randomForest |
Compute outlying measures |
partialPlot |
Partial dependence plot |
partialPlot.default |
Partial dependence plot |
partialPlot.randomForest |
Partial dependence plot |
plot.margin |
Margins of randomForest Classifier |
plot.randomForest |
Plot method for randomForest objects |
predict.randomForest |
predict method for random forest objects |
print.randomForest |
Classification and Regression with Random Forest |
randomForest |
Classification and Regression with Random Forest |
randomForest.default |
Classification and Regression with Random Forest |
randomForest.formula |
Classification and Regression with Random Forest |
rfcv |
Random Forest Cross-Valdidation for feature selection |
rfImpute |
Missing Value Imputations by randomForest |
rfImpute.default |
Missing Value Imputations by randomForest |
rfImpute.formula |
Missing Value Imputations by randomForest |
rfNews |
Show the NEWS file |
treesize |
Size of trees in an ensemble |
tuneRF |
Tune randomForest for the optimal mtry parameter |
varImpPlot |
Variable Importance Plot |
varUsed |
Variables used in a random forest |