brifTree.formula {brif} | R Documentation |
Build a single brif tree taking a formula as input
## S3 method for class 'formula'
brifTree(
formula,
data,
subset,
na.action = stats::na.pass,
depth = 3,
n_cuts = 2047,
max_integer_classes = 20,
max_factor_levels = 30,
seed = 0,
...
)
formula |
an object of class " |
data |
an optional data frame, list or environment (or object coercible by |
subset |
an optional vector specifying a subset (in terms of index numbers, not actual data) of observations to be used in the fitting process. |
na.action |
a function which indicates what should happen when the data contain NAs. |
depth |
a positive integer indicating the desired depth of the tree. |
n_cuts |
a positive integer indicating the maximum number of split points to generate on each numeric or integer variable. A large value is preferred for a single tree. |
max_integer_classes |
a positive integer. See |
max_factor_levels |
a positive integer. See |
seed |
a non-negative positive integer specifying the random number generator seed. |
... |
other relevant arguments. |
an object of class brif
to be used by predict.brif
.