Package org.tribuo.classification.explanations

Interface TabularExplainer<T extends Output<T>>

All Known Implementing Classes:
LIMEBase, LIMEColumnar, LIMEText
public interface TabularExplainer<T extends Output<T>>
An explainer for tabular data.

  • Method Summary

    Modifier and Type
    Method
    Description
    Explanation<T>
    explain(Example<Label> example)
    Explain why the supplied Example is classified a certain way.

  • Method Details

    • explain

      Explanation<T> explain(Example<Label> example)
      Explain why the supplied Example is classified a certain way.
      Parameters:
      example - The Example to explain.
      Returns:
      An Explanation for this example.