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mlpack::decision_tree() is an implementation of an ID3-style decision tree for classification, which supports categorical data.

Details

For this engine, there is a single mode: classification

Tuning Parameters

This model has 2 tuning parameters:

  • tree_depth: Tree depth (type: integer)

  • min_n: Minimal Node Size (type: integer)