emel/lazy/ml/decision_tree

Functions

pub fn classifier(
  dataset: ZList(Dict(String, String)),
  discrete_attributes: ZList(String),
  class: String,
) -> fn(Dict(String, String)) -> String
pub fn decision_tree(
  dataset: ZList(Dict(String, String)),
  attributes: ZList(String),
  class: String,
) -> ZList(Dict(String, String))
pub fn entropy_with_size(
  dataset: ZList(Dict(String, String)),
  class_attr: String,
) -> #(Float, Int)
pub fn feature_entropy(
  dataset: ZList(Dict(String, String)),
  class_attr: String,
  feature: String,
  dataset_size: Int,
) -> Float
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