Visualization of BART and BARP using SHAP


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Documentation for package ‘bartXViz’ version 1.0.6

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barps Bayesian Additive Regression Trees with Post-stratification (BARP)
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
svy Survey Data on Support for Gay Marriage (2006)
waterfall_plot Waterfall plot