Projection Pursuit Regression Tree Visualization

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Documentation for package ‘PPtreeregViz’ version 2.0.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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