plot_minmax {visTree} | R Documentation |
Generate individual subplots within the graphical visualization
Description
This function is utilized to generate a series of sub-plots, where each subplot corresponds to individual terminal nodes within the decision tree structure. Each subplot is composed of a histogram (or a barchart) that displays the distribution for the relevant subgroup and colored horizontal bars that summarize the set of covariate splits.
Usage
plot_minmax(My, X, Y, str, color.type, alpha, add.p.axis, add.h.axis,
cond.tree, text.main, text.bar, text.round, text.percentile,
density.line, text.title, text.axis, text.label)
Arguments
My |
A matrix to define the split points within the decision tree structure |
X |
Covariates |
Y |
Response variable |
str |
Structure of pathway from the root node in the decision tree to each terminal node |
color.type |
Color palettes. (rainbow_hcl = 1; heat_hcl = 2; terrain_hcl = 3; sequential_hcl = 4; diverge_hcl = 5) |
alpha |
Transparency of individual horizontal bars. Choose values between 0 to 1. |
add.p.axis |
logical. Add axis for the percentiles (add.p.axis = TRUE), remove axis for the percentiles (add.p.axis = FALSE). |
add.h.axis |
logical. Add axis for the outcome (add.h.axis = TRUE), remove axis for the outcome (add.h.axis = FALSE). |
cond.tree |
Tree as a party object |
text.main |
Change the size of the main titles |
text.bar |
Change the size of the text in the horizontal bar and below the bar plot |
text.round |
Round the threshold displayed on the bar |
text.percentile |
Change the size of the percentile title |
density.line |
Draw a density line |
text.title |
Change the size of the text in the title |
text.axis |
Change the size of the text of axis labels |
text.label |
Change the size of the axis annotation |