Hoeffding trees via baritsu — hoeffding_tree • baritsu

hoeffding_tree() defines a Hoeffding tree model.

Usage

hoeffding_tree(
  mode = "classification",
  engine = "baritsu",
  confidence_factor = NULL,
  sample_size = NULL
)

Arguments

mode: A single character string for the type of model. The only possible value for this model is "classification".
engine: A single character string specifying what computational engine to use for fitting.
confidence_factor: Confidence before splitting.
sample_size: Number of passes to take over the dataset.

Details

For this model, there is a single mode: classification

Tuning Parameters

This model has 2 tuning parameters:

confidence_factor: Confidence before splitting (type: double)
sample_size: Number of passes to take over the dataset (type: int)

See also

hoeffding_trees()