This function invokes brif.default with appropriately set parameters to generate a single tree with the maximum expected predictive accuracy.
# S3 method for default
brifTree(
x,
depth = 3,
n_cuts = 2047,
max_integer_classes = 20,
max_factor_levels = 30,
seed = 0,
...
)an object of class brif. See brif.default for details.
a data frame containing the training data. The first column is treated as the target variable.
a positive integer indicating the desired depth of the tree.
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.
a positive integer. See brif.default for details.
a positive integer. See brif.default for details.
a non-negative positive integer specifying the random number generator seed.
other relevant arguments.