plot method for party objects with
extended facilities for plugging in panel functions.
# S3 method for party
plot(x, main = NULL,
terminal_panel = node_terminal, tp_args = list(),
inner_panel = node_inner, ip_args = list(),
edge_panel = edge_simple, ep_args = list(),
drop_terminal = FALSE, tnex = 1,
newpage = TRUE, pop = TRUE, gp = gpar(),
margins = NULL, ...)
# S3 method for constparty
plot(x, main = NULL,
terminal_panel = NULL, tp_args = list(),
inner_panel = node_inner, ip_args = list(),
edge_panel = edge_simple, ep_args = list(),
type = c("extended", "simple"), drop_terminal = NULL,
tnex = NULL, newpage = TRUE, pop = TRUE, gp = gpar(),
...)
# S3 method for simpleparty
plot(x, digits = getOption("digits") - 4, tp_args = NULL, ...)
an object of class party or constparty.
an optional title for the plot.
a character specifying the complexity of the plot:
extended tries to visualize the distribution of the
response variable in each terminal node whereas simple
only gives some summary information.
an optional panel function of the form
function(node) plotting the terminal nodes.
Alternatively, a panel generating function of class
"grapcon_generator" that is called with arguments
x and tp_args to set up a panel function.
By default, an appropriate panel function is chosen
depending on the scale of the dependent variable.
a list of arguments passed to terminal_panel if this
is a "grapcon_generator" object.
an optional panel function of the form
function(node) plotting the inner nodes.
Alternatively, a panel generating function of class
"grapcon_generator" that is called with arguments
x and ip_args to set up a panel function.
a list of arguments passed to inner_panel if this
is a "grapcon_generator" object.
an optional panel function of the form
function(split, ordered = FALSE, left = TRUE)
plotting the edges.
Alternatively, a panel generating function of class
"grapcon_generator" that is called with arguments
x and ip_args to set up a panel function.
a list of arguments passed to edge_panel if this
is a "grapcon_generator" object.
a logical indicating whether all terminal nodes should be plotted at the bottom.
a numeric value giving the terminal node extension in relation to the inner nodes.
a logical indicating whether grid.newpage() should be called.
a logical whether the viewport tree should be popped before return.
graphical parameters.
numeric vector of margin sizes.
number of digits to be printed.
additional arguments passed to callies.
This plot method for party objects provides an
extensible framework for the visualization of binary regression trees. The
user is allowed to specify panel functions for plotting terminal and inner
nodes as well as the corresponding edges. Panel functions for plotting
inner nodes, edges and terminal nodes are available for the most important
cases and can serve as the basis for user-supplied extensions, see
node_inner.
More details on the ideas and concepts of panel-generating functions and
"grapcon_generator" objects in general can be found in Meyer, Zeileis
and Hornik (2005).
Meyer D, Zeileis A, Hornik K (2006). The Strucplot Framework: Visualizing Multi-Way Contingency Tables with vcd. Journal of Statistical Software, 17(3), 1--48. tools:::Rd_expr_doi("10.18637/jss.v017.i03")
node_inner, node_terminal, edge_simple,
node_barplot, node_boxplot.