Package org.tribuo.data.text

Interface TextFeatureExtractor<T extends Output<T>>

Type Parameters:
T - The type of the features that will be produced by the text processing.
All Superinterfaces:
com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>
All Known Implementing Classes:
BERTFeatureExtractor, TextFeatureExtractorImpl
public interface TextFeatureExtractor<T extends Output<T>> extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>
An interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.

  • Method Summary

    Modifier and Type
    Method
    Description
    Example<T>
    extract(T output, String data)
    Extracts an example from the supplied input text and output object.

    Methods inherited from interface com.oracle.labs.mlrg.olcut.config.Configurable

    postConfig

    Methods inherited from interface com.oracle.labs.mlrg.olcut.provenance.Provenancable

    getProvenance

  • Method Details

    • extract

      Example<T> extract(T output, String data)
      Extracts an example from the supplied input text and output object.
      Parameters:
      output - The output object.
      data - The input text.
      Returns:
      An example