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DecisionTree

Decision tree in Elixir (work in progress)...

Installation

If available in Hex, the package can be installed by adding decision_tree to your list of dependencies in mix.exs:

def deps do
  [{:decision_tree, "~> 0.1.0"}]
end

Documentation can be generated with ExDoc and published on HexDocs. Once published, the docs can be found at https://hexdocs.pm/decision_tree.

Usage

CSV.read(examples/...)

Features

  • Handles discrete and continuous attributes
  • No dependencies

Todo

  • Handling missing values
  • Serialization from and to JSON
  • Concurrency for speed improvements on large datasets
  • Tree pruning