rpart.rules {rpart.plot} | R Documentation |
Print an rpart model as a set of rules.
Description
Print an rpart
model as a set of rules.
Usage
rpart.rules(x = stop("no 'x' argument"),
style = "wide", cover = FALSE, nn = FALSE,
roundint = TRUE, clip.facs = FALSE,
varorder = NULL, ...)
## S3 method for class 'rpart.rules'
print(x = stop("no 'x' argument"), style = attr(x, "style"), ...)
Arguments
x |
An rpart object. The only required argument.
|
style |
One of:
"wide" (default) One rule per line. May require a lot of horizontal space.
"tall" One split per line.
"tallw" Like "tall" but with more horizontal white space for readability.
|
cover |
Default FALSE .
If TRUE , also print the percentage of cases covered by each rule.
|
nn |
Default FALSE .
If TRUE , also print the leaf node number for each rule.
|
roundint |
If roundint=TRUE (default) and all values of a predictor in the
training data are integers, then splits for that predictor
are rounded to integer.
For example, display nsiblings < 3 instead of nsiblings < 2.5 .
Identical to the argument of the same name in rpart.plot , see there for details.
|
clip.facs |
Default FALSE .
If TRUE , print splits on factors as female instead of
sex = female ; the variable name and equals is dropped.
Identical to the argument of the same name in rpart.plot .
|
varorder |
By default, the variables in the rules are ordered left to right on
importance, where the “importance” of a variable here is the number of rules
it appears in.
Use varorder to force variables to appear first in the rules.
For example varorder="sex" or varorder=c("sex", "pclass" )
will put the specified variables first.
Partial matching of variable names is supported.
|
... |
The following can be passed as dot arguments.
See prp for details on these arguments.
argument | default | | | | |
extra | = "auto" | | | | a subset of the legal values for prp are supported |
digits | = 2 | | | | default is two digits of accuracy, increase if necessary |
varlen | = 0 | | | | default displays full variable names |
faclen | = 0 | | | | default displays full factor names |
trace | = 0 | | | | |
facsep | = " or " | | | | |
eq | = " is " | | | | |
lt | = " < " | | | | |
ge | = " >= " | | | | |
and | = " & " | | | | |
when | = " when " | | | | |
because | = " because " | | | | used only by rpart.predict |
null.model | = "null model" | | | | for root-only models (no splits) |
response.name | = NULL | | | | the response name printed before the rules (NULL means automatic) |
|
|
Value
A data.frame
of class c("rpart.rules", "data.frame")
with some attached attributes which are passed on to print.rpart.rules
.
Note that print.rpart.rules
temporarily increases options(width)
.
See Also
rpart.plot
Examples
data(ptitanic)
model <- rpart(survived ~ ., data = ptitanic, cp = .02)
rpart.plot(model)
rpart.rules(model)
[Package
rpart.plot version 3.1.2
Index]