dataXY |
Simulated data |
decisionplot |
Decision plot |
explain_PP |
Make explain of 'PPTreeregObj' for 'DALEX' package |
feature_exact |
feature_exact |
insurance |
Insurance Data |
plot |
PPTreereg plot |
plot.PPimportance |
Variable importance plot of 'PPTreereg' |
plot.PPTreereg |
PPTreereg plot |
PPimportance |
Calculate variable importance |
PPregNodeViz |
Node visualization |
PPregVarViz |
Visualize independent variable action in projection pursuit regression tree. |
PPshapdependence |
Dependency plot |
ppshapr.empirical |
Calculate 'PPKernelSHAP' values with empirical methods |
ppshapr.simple |
Calculate 'PPKernelSHAP' values with simple methods |
ppshapr_prep |
Calculate 'PPKernelSHAP' for all train data set |
PPshapsummary |
Summary plot |
PPTreereg |
Construct the projection pursuit regression tree |
pp_ggparty |
PPTreereg plot with independent variable |
predict |
predict 'PPTreereg' |
predict.PPTreereg |
predict 'PPTreereg' |
print.PPTreereg |
Print PPTreereg result |
shapley_weights |
shapley_weights |
subpick |
projection pursuit 'submodular' pick algorithm 'PP SP-LIME' |
summary.PPTreereg |
Summary 'PPTreereg' result |
waterfallplot |
Waterfall plot |
weight_matrix |
weight_matrix |