Visually Exploring Random Forests

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Documentation for package ‘ggRandomForests’ version 2.7.2

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

ggRandomForests-package	ggRandomForests: Visually Exploring Random Forests
calc_auc	Area Under the ROC Curve calculator
calc_auc.gg_roc	Area Under the ROC Curve calculator
calc_roc	Receiver Operator Characteristic calculator
calc_roc.randomForest	Receiver Operator Characteristic calculator
calc_roc.rfsrc	Receiver Operator Characteristic calculator
gg_error	Random forest error trajectory data object
gg_error.randomForest	Random forest error trajectory data object
gg_error.randomForest.formula	Random forest error trajectory data object
gg_error.rfsrc	Random forest error trajectory data object
gg_partial	Split partial dependence data into continuous or categorical datasets
gg_partialpro	Split varpro partial dependence data into continuous or categorical datasets
gg_partial_rfsrc	Partial dependence data from an rfsrc model
gg_rfsrc	Predicted response data object
gg_rfsrc.rfsrc	Predicted response data object
gg_roc	ROC (Receiver Operating Characteristic) curve data from a classification forest.
gg_roc.randomForest	ROC (Receiver Operating Characteristic) curve data from a classification forest.
gg_roc.rfsrc	ROC (Receiver Operating Characteristic) curve data from a classification forest.
gg_survival	Nonparametric survival estimates.
gg_survival.default	Nonparametric survival estimates.
gg_survival.rfsrc	Nonparametric survival estimates.
gg_variable	Marginal variable dependence data object.
gg_variable.random	Marginal variable dependence data object.
gg_variable.randomForest	Marginal variable dependence data object.
gg_variable.rfsrc	Marginal variable dependence data object.
gg_vimp	Variable Importance (VIMP) data object
gg_vimp.randomForest	Variable Importance (VIMP) data object
gg_vimp.randomForest.formula	Variable Importance (VIMP) data object
gg_vimp.rfsrc	Variable Importance (VIMP) data object
kaplan	nonparametric Kaplan-Meier estimates
nelson	nonparametric Nelson-Aalen estimates
plot.gg_error	Plot a 'gg_error' object
plot.gg_partial	Plot a 'gg_partial' object
plot.gg_partialpro	Plot a 'gg_partialpro' object
plot.gg_partial_rfsrc	Plot a 'gg_partial_rfsrc' object
plot.gg_rfsrc	Predicted response plot from a 'gg_rfsrc' object.
plot.gg_roc	ROC plot generic function for a 'gg_roc' object.
plot.gg_survival	Plot a 'gg_survival' object.
plot.gg_variable	Plot a 'gg_variable' object,
plot.gg_vimp	Plot a 'gg_vimp' object, extracted variable importance of a 'rfsrc' object
quantile_pts	Quantile-based cut points for coplots
surv_partial.rfsrc	Survival partial dependence data for one or more predictors
varpro_feature_names	Recover original variable names from varpro one-hot encoded feature names