# Explainable Ensemble Trees

## Documentation for package ‘e2tree’ version 1.0.0

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

createDisMatrix | Dissimilarity matrix - Optimized for Large Datasets
credit | Credit Scoring Dataset
e2tree | Explainable Ensemble Tree
ePredTree | Predict responses through an explainable RF
eValidation | Comparison of Heatmaps and Mantel Test
goi | Goodness of Interpretability (GoI) Index
goi_analysis | Complete GoI Analysis
goi_perm | Permutation Test for GoI
plot.goi_perm | Plot method for Permutation Test results
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
print_e2tree_summary | Print E2Tree Summary
roc | Roc curve
rpart2Tree | Convert e2tree into an rpart object
save_e2tree_html | Save E2Tree visNetwork Plot to HTML
vimp | Variable Importance