Explainable Ensemble Trees
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Documentation for package ‘e2tree’ version 1.0.0
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 |