| bsnullinteract | Compute bootstrapped null interaction prediction rule... |
| caret_pre_model | Model set up for train function of package caret |
| carrillo | Data on personality characteristics and depressive symptom... |
| coef.gpe | Coefficients for a General Prediction Ensemble (gpe) |
| coef.pre | Coefficients for the final prediction rule ensemble |
| corplot | Plot correlations between baselearners in a prediction rule... |
| cvpre | Full k-fold cross validation of a prediction rule ensemble... |
| explain | Explain predictions from final prediction rule ensemble |
| gpe | Derive a General Prediction Ensemble (gpe) |
| gpe_cv.glmnet | Default penalized trainer for gpe |
| gpe_rules_pre | Get rule learner for gpe which mimics behavior of pre |
| gpe_sample | Sampling Function Generator for gpe |
| gpe_trees | Learner Functions Generators for gpe |
| importance.pre | Calculate importances of baselearners and input variables in... |
| interact | Calculate interaction statistics for variables in a... |
| maxdepth_sampler | Sampling function generator for specifying varying maximum... |
| mi_mean | Compute the average dataset over imputed datasets. |
| mi_pre | Fit a prediction rule ensemble to multiply-imputed data... |
| pairplot | Create partial dependence plot for a pair of predictor... |
| plot.pre | Plot method for class pre |
| pre | Derive a prediction rule ensemble |
| predict.gpe | Predicted values based on gpe ensemble |
| predict.pre | Predicted values based on final prediction rule ensemble |
| print.gpe | Print a General Prediction Ensemble (gpe) |
| print.pre | Print method for objects of class pre |
| prune_pre | Get the optimal lambda and gamma parameter values for an... |
| rare_level_sampler | Dealing with rare factor levels in fitting prediction rule... |
| rTerm | Wrapper Functions for terms in gpe |
| singleplot | Create partial dependence plot for a single variable in a... |
| summary.gpe | Summary method for a General Prediction Ensemble (gpe) |
| summary.pre | Summary method for objects of class pre |
