Package org.tribuo.classification.explanations

Interface ColumnarExplainer<T extends Output<T>>

All Known Implementing Classes:
LIMEColumnar
public interface ColumnarExplainer<T extends Output<T>>
An explainer for data using Tribuo's columnar data package.

  • Method Summary

    Modifier and Type
    Method
    Description
    Explanation<T>
    explain(Map<String,String> input)
    Explains the supplied data.

  • Method Details

    • explain

      Explanation<T> explain(Map<String,String> input)
      Explains the supplied data. The Map is first converted into an Example using a RowProcessor, before being supplied to the internal Model.
      Parameters:
      input - The data to explain.
      Returns:
      An Explanation for this data.