brifTree.default: Build a single brif tree taking a data frame as input

In brif: A Tree and Forest Tool for Classification and Regression

Build a single brif tree taking a data frame as input

Description

This function invokes brif.default with appropriately set parameters to generate a single tree with the maximum expected predictive accuracy.

Usage

## Default S3 method:
brifTree(
  x,
  depth = 3,
  n_cuts = 2047,
  max_integer_classes = 20,
  max_factor_levels = 30,
  seed = 0,
  ...
)

Arguments

x	a data frame containing the training data. The first column is treated as the target variable.
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.

Value

an object of class brif. See brif.default for details.

brif documentation built on Feb. 16, 2023, 10:39 p.m.