R: Explainable Ensemble Trees

# Explainable Ensemble Trees

## Documentation for package ‘e2tree’ version 1.2.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

as.rpart | Convert an E2Tree Object to rpart Format
as.rpart.e2tree | Convert an E2Tree Object to rpart Format
createDisMatrix | Create a Dissimilarity Matrix from an Ensemble Model
credit | Credit Scoring Dataset
e2splits | Extract Split Information from an E2Tree Model
e2splits.e2tree | Extract Split Information from an E2Tree Model
e2tree | Explainable Ensemble Tree
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
measures.eValidation | Extract Validation Measures
nodes | Extract Tree Node Information
nodes.e2tree | Extract Tree Node Information
plot.e2tree | Plot an E2Tree model
plot_e2tree | Quick E2Tree Plot (Non-Interactive)
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
proximity.eValidation | 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
vimp | Variable Importance