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mlpack::random_forest() is an implementation of the standard random forest algorithm by Leo Breiman for classification.

Details

For this engine, there is a single mode: classification

Tuning Parameters

This model has 3 tuning parameters:

  • mtry: Randomly Selected Predictors (type: integer)

  • trees: Trees (type: integer)

  • min_n: Minimal Node Size (type: integer)