Create Visualisations for BART Models
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Documentation for package ‘bartMan’ version 0.1.0
Help Pages
| acceptRate | acceptRate |
| bartClassifDiag | bartClassifDiag |
| bartDiag | bartDiag |
| bartRegrDiag | bartRegrDiag |
| bivariate_range | Constructor for bivariate range object |
| bivariate_scale | Constructor for bivariate scale object |
| clusterTrees | Cluster Trees by Variable |
| combineDummy | Update Dummy Variable Names |
| extractTreeData | extractTreeData |
| getChildren | Generate Child and Parent Node Relationships |
| getObservations | Get Observations Falling into Each Node |
| get_stump_colour_for_legend | Determines the stump color for a legend based on its mean value |
| guide_colorfan | Colourfan guide |
| guide_colourfan | Colourfan guide |
| input_data | input_data |
| localProcedure | localProcedure |
| mdsBart | mdsBart |
| node_depth | Calculate Node Depths in a Tree Data Frame |
| pal_vsup | Variance suppressing uncertainty palette |
| permVimp | permVimp |
| permVint | permVint |
| plotProximity | plotProximity |
| plotSingleTree | plotSingleTree |
| plotTrees | Plot Trees with Customisations |
| print.hideHelper1 | print.hideHelper |
| proximityMatrix | proximityMatrix |
| RangeBivariate | Constructor for bivariate range object |
| ScaleBivariate | Constructor for bivariate scale object |
| sort_trees_by_depthMax | Sort Trees by Maximum Depth |
| splitDensity | splitDensity |
| terminalFunction | Generate Terminal Node Indicator |
| train_bivariate | Train range for bivariate scale |
| treeBarPlot | Plot Frequency of Tree Structures |
| treeDepth | treeDepth |
| treeList | Generate a List of Tree Structures from BART Model Output |
| treeNodes | treeNodes |
| tree_dataframe | Transform tree data into a structured dataframe |
| tree_data_example | tree_data_example |
| vimpBart | vimpBart |
| vimpPlot | vimpPlot |
| vintPlot | vintPlot |
| viviBart | viviBart |
| viviBartMatrix | viviBartMatrix |
| viviBartPlot | viviBartPlot |