Man pages for ggRandomForests
Visually Exploring Random Forests
| autoplot.gg | 'autoplot' methods for 'ggRandomForests' data objects |
| bootstrap_survival | Bootstrap pointwise confidence bands for a mean survival... |
| calc_auc | Area Under the ROC Curve calculator |
| calc_roc.rfsrc | Receiver Operator Characteristic calculator |
| dot-build_varpro_imp_dfs | Build the tidy importance data structures from importance()... |
| dot-build_varpro_imp_tree | Build per-tree importance matrix from varpro object results |
| dot-varpro_imp_stats | Compute per-variable box statistics from a per-tree... |
| gg_beta_varpro | Per-variable lasso-beta importance from a varPro fit |
| gg_brier | Brier score and CRPS for survival forests |
| gg_error | Random forest error trajectory data object |
| gg_isopro | Tidy data from a varPro isolation-forest fit |
| gg_ivarpro | Individual (local) variable importance from a varPro fit |
| gg_partial | Split partial dependence data into continuous or categorical... |
| gg_partial_rfsrc | Partial dependence data from an rfsrc model |
| gg_partial_varpro | Partial dependence data from a varPro model |
| ggrandomforests.news | Display the ggRandomForests NEWS file |
| ggRandomForests-package | ggRandomForests: Visually Exploring Random Forests |
| gg_rfsrc.rfsrc | Predicted response data object |
| gg_roc.rfsrc | ROC (Receiver Operating Characteristic) curve data from a... |
| gg_survival | Nonparametric survival estimates. |
| gg_udependent | Variable dependency graph from a uvarpro model |
| gg_variable | Marginal variable dependence data object. |
| gg_varpro | Variable importance data from a varPro model |
| gg_vimp | Variable Importance (VIMP) data object |
| kaplan | nonparametric Kaplan-Meier estimates |
| nelson | nonparametric Nelson-Aalen estimates |
| plot.gg_beta_varpro | Plot a 'gg_beta_varpro' object |
| plot.gg_brier | Plot a 'gg_brier' object |
| plot.gg_error | Plot a 'gg_error' object |
| plot.gg_isopro | Plot a varPro isolation-forest anomaly score |
| plot.gg_ivarpro | Plot a 'gg_ivarpro' object |
| plot.gg_partial | Plot a 'gg_partial' object |
| plot.gg_partial_rfsrc | Plot a 'gg_partial_rfsrc' object |
| plot.gg_partial_varpro | Plot a 'gg_partial_varpro' 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_udependent | Plot a 'gg_udependent' variable dependency graph |
| plot.gg_variable | Plot a 'gg_variable' object, |
| plot.gg_varpro | Plot a 'gg_varpro' variable importance object |
| plot.gg_vimp | Plot a 'gg_vimp' object, extracted variable importance of a... |
| print.gg | Print methods for gg_* data objects |
| quantile_pts | Quantile-based cut points for coplots |
| summary.gg | Summary methods for gg_* data objects |
| surv_partial.rfsrc | Survival partial dependence data for one or more predictors |
| varpro_feature_names | Recover original variable names from varpro one-hot encoded... |
