org.tribuo.classification.explanations

Interface TextExplainer<T extends Output<T>>

All Known Implementing Classes:

LIMEText

public interface TextExplainer<T extends Output<T>>

An explainer for text data. Hopefully uses a sensible sampling mechanism that understands text.

Method Summary

Modifier and Type	Method and Description
Explanation<T>	explain(String inputText) Converts the supplied text into an Example, and generates an explanation of the contained Model's prediction.

Method Detail

explain

Explanation<T> explain(String inputText)

Converts the supplied text into an Example, and generates an explanation of the contained Model's prediction.

Parameters:

inputText - The text to explain.

Returns:

An explanation of the prediction on this input text.