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 and 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 Detail

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