Man pages for e2tree
Explainable Ensemble Trees
| as.party.e2tree | Convert an E2Tree Object to partykit Format |
| as.rpart | Convert an E2Tree Object to rpart Format |
| check_package | Check Availability of Suggested Packages |
| createDisMatrix | Create a Dissimilarity Matrix from an Ensemble Model |
| credit | Credit Scoring Dataset |
| e2splits | Extract Split Information from an E2Tree Model |
| e2tree | Explainable Ensemble Tree |
| e2_variance | Population Variance |
| ensemble_backend | Identify the canonical class of a supported ensemble model |
| ePredTree | Predict Responses Using an Explainable Ensemble Tree |
| eValidation | Validate an E2Tree Model via Proximity Matrix Comparison |
| extract_terminal_nodes | Extract Terminal Node Assignments from an Ensemble Model |
| fitted.e2tree | Extract Fitted Values from an E2Tree Model |
| get_ensemble_predictions | Get Training Predictions from an Ensemble Model |
| get_ensemble_type | Determine Task Type from a Trained Ensemble Model |
| loi | Loss of Interpretability (LoI) Index |
| loi_perm | Permutation Test for LoI |
| measures | Extract Validation Measures |
| nodes | Extract Tree Node Information |
| plot_e2tree | Quick E2Tree Plot (Non-Interactive) |
| plot.e2tree | Plot an E2Tree model |
| plot_e2tree_click | Interactive E2Tree Plot for R Graphics Device |
| plot_e2tree_vis | Interactive E2Tree Plot with visNetwork |
| predict.e2tree | Predict Responses from an E2Tree Model |
| print.e2tree | Print an E2Tree model |
| print_e2tree_summary | Print E2Tree Summary |
| proximity | Extract Proximity Matrices |
| residuals.e2tree | Extract Residuals from an E2Tree Model |
| roc | ROC Curve |
| rpart2Tree | Convert an E2Tree Object to rpart Format |
| save_e2tree_html | Save E2Tree visNetwork Plot to HTML |
| summary.e2tree | Summary of an E2Tree model |
| validate_terminal_nodes | Validate the output of 'extract_terminal_nodes()' |
| vimp | Variable Importance |
