ggRandomForests (version 1.2.1)

Minimal Depth Variable Interaction data object (find.interaction).

Cached find.interaction matrix objects for examples, diagnostics and vignettes. Data sets storing find.interaction matrix objects corresponding to training data according to the following naming convention:

• interaction_iris- from a randomForestSR[C] for theirisdata set.
• interaction_Boston- from a randomForestS[R]C for theBostonhousing data set (MASSpackage).
• interaction_pbc- from a randomForest[S]RC for thepbcdata set (randomForestSRCpackage)

ROC plot generic function for a gg_roc object.

plot.gg_interaction Plot a gg_interaction object,

Plot a gg_vimp object, extracted variable importance of a rfsrc object

Predicted response plot from a gg_rfsrc object.

Plot a gg_minimal_depth object for random forest variable ranking.

Partial variable dependence plot, operates on a gg_partial object.

Cached rfsrc objects for examples, diagnostics and vignettes. Data sets storing rfsrc objects corresponding to training data according to the following naming convention:

• rfsrc_iris- randomForestSR[C] for theirisdata set.
• rfsrc_Boston- randomForestS[R]C for theBostonhousing data set (MASSpackage).
• rfsrc_pbc- randomForest[S]RC for thepbcdata set (randomForestSRCpackage)

Plot a gg_survival object.

Cached plot.variable objects for examples, diagnostics and vignettes. Data sets storing plot.variable objects corresponding to training data according to the following naming convention:

• partial_Boston_surf- from a randomForestS[R]C for theBostonhousing data set (MASSpackage).
• partial_pbc_surf- from a randomForest[S]RC for thepbcdata set (randomForestSRCpackage)
• partial_pbc_time- from a randomForest[S]RC for thepbcdata set (randomForestSRCpackage)

Plot a gg_error object

Cached plot.variable objects for examples, diagnostics and vignettes. Data sets storing plot.variable objects corresponding to training data according to the following naming convention:

• partial_iris- from a randomForestSR[C] for theirisdata set.
• partial_Boston- from a randomForestS[R]C for theBostonhousing data set (MASSpackage).
• partial_pbc- from a randomForest[S]RC for thepbcdata set (randomForestSRCpackage)

Plot a gg_variable object,

Cached plot.variable objects for examples, diagnostics and vignettes. Data sets storing rfsrc objects corresponding to training data according to the following naming convention:

• partial_coplot_Boston- randomForestS[R]C for theBostonhousing data set (MASSpackage).

Cached var.select objects for examples, diagnostics and vignettes. Data sets storing var.select objects corresponding to training data according to the following naming convention:

• varsel_iris- from a randomForestSR[C] for theirisdata set.
• varsel_Boston- from a randomForestS[R]C for theBostonhousing data set (MASSpackage).
• varsel_pbc- from a randomForest[S]RC for thepbcdata set (randomForestSRCpackage)

Plot a gg_minimal_vimp object for comparing the Minimal Depth and VIMP variable rankings.

Print a gg_minimal_depth object.