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 |
combine.gg_partial |
combine two gg_partial objects |
combine.gg_partial_list |
combine two gg_partial objects |
gg_error |
randomForest error rate data object |
gg_error.randomForest |
randomForest error rate data object |
gg_error.randomForest.formula |
randomForest error rate data object |
gg_error.rfsrc |
randomForest error rate data object |
gg_interaction |
Minimal Depth Variable Interaction data object ('find.interaction'). |
gg_interaction.randomForest |
Minimal Depth Variable Interaction data object ('find.interaction'). |
gg_interaction.rfsrc |
Minimal Depth Variable Interaction data object ('find.interaction'). |
gg_minimal_depth |
Minimal depth data object ('[randomForestSRC]{var.select}') |
gg_minimal_depth.randomForest |
Minimal depth data object ('[randomForestSRC]{var.select}') |
gg_minimal_depth.rfsrc |
Minimal depth data object ('[randomForestSRC]{var.select}') |
gg_minimal_vimp |
Minimal depth vs VIMP comparison by variable rankings. |
gg_minimal_vimp.randomForest |
Minimal depth vs VIMP comparison by variable rankings. |
gg_minimal_vimp.rfsrc |
Minimal depth vs VIMP comparison by variable rankings. |
gg_partial |
Partial variable dependence object |
gg_partial.randomForest |
Partial variable dependence object |
gg_partial.rfsrc |
Partial variable dependence object |
gg_partial_coplot |
Data structures for stratified partial coplots |
gg_partial_coplot.rfsrc |
Data structures for stratified partial coplots |
gg_partial_list |
Partial variable dependence object |
gg_rfsrc |
Predicted response data object |
gg_rfsrc.rfsrc |
Predicted response data object |
gg_roc |
ROC (Receiver operator curve) data from a classification random forest. |
gg_roc.randomForest |
ROC (Receiver operator curve) data from a classification random forest. |
gg_roc.rfsrc |
ROC (Receiver operator curve) data from a classification random forest. |
gg_survival |
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_interaction |
plot.gg_interaction Plot a 'gg_interaction' object, |
plot.gg_minimal_depth |
Plot a 'gg_minimal_depth' object for random forest variable ranking. |
plot.gg_minimal_vimp |
Plot a 'gg_minimal_vimp' object for comparing the Minimal Depth and VIMP variable rankings. |
plot.gg_partial |
Partial variable dependence plot, operates on a 'gg_partial' object. |
plot.gg_partial_list |
Partial variable dependence plot, operates on a 'gg_partial_list' 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 |
print.gg_minimal_depth |
Print a 'gg_minimal_depth' object. |
quantile_pts |
Find points evenly distributed along the vectors values. |
shift |
lead function to shift by one (or more). |
surface_matrix |
Construct a set of (x, y, z) matrices for surface plotting a 'gg_partial_coplot' object |
surface_matrix.gg_partial_coplot |
Construct a set of (x, y, z) matrices for surface plotting a 'gg_partial_coplot' object |