Visualization of BART and BARP using SHAP

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Documentation for package ‘bartXViz’ version 1.0.8

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barps Bayesian Additive Regression Trees with Post-Stratification (BARP)
cces_30_df Survey Data on Public Opinion about Abortion Coverage in Insurance Plans(2018)
census06 Census-Based Population Proportions for Covariate Bins (2006)
decision_plot Decision Plot
Explain Approximate Shapley Values
Explain.barp Approximate Shapley Values Computed from the BARP Model
Explain.bart Approximate Shapley Values Computed from a BART Model Fitted using 'bart'
Explain.bartMachine Approximate Shapley Values Computed from a BART Model Fitted using 'bartMachine'
Explain.default Approximate Shapley Values
Explain.lgb.Booster Approximate Shapley Values
Explain.lm Approximate Shapley Values
Explain.wbart Approximate Shapley Values Computed from a BART Model Fitted using 'wbart' or 'gbart'
Explain.xgb.Booster Approximate Shapley Values
one_hot One Hot Encode
plot A Function for Visualizing the Shapley Values of BART Models
plot.Explain A Function for Visualizing the Shapley Values
plot.Explainbarp Visualization of Shapley Values from the BARP Model
plot.ExplainBART A Function for Visualizing the Shapley Values of BART Models
plot.ExplainbartMachine A Function for Visualizing the Shapley Values of BART Models
poststrat_30 Post-Stratification Table of 2014-2018 American Community Survey (ACS)
svy Survey Data on Support for Gay Marriage (2006)
waterfall_plot Waterfall Plot