brifTree.formula: Build a single brif tree taking a formula as input

Description

Build a single brif tree taking a formula as input

Usage

# S3 method for 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,
  ...
)

Value

an object of class brif to be used by predict.brif.

Arguments

formula: an object of class "formula": a symbolic description of the model to be fitted.
data: an optional data frame, list or environment (or object coercible by as.data.frame to a data frame) containing the variables in the model. If not found in data, the variables are taken from environment(formula), typically the environment from which brif.formula is called.
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 brif.default for details.
max_factor_levels: a positive integer. See brif.default for details.
seed: a non-negative positive integer specifying the random number generator seed.
...: other relevant arguments.