Visualization of BART and BARP using SHAP
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Documentation for package ‘bartXViz’ version 1.0.5
Help Pages
| 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 |