Explainable Ensemble Trees

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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