Uses of Package
org.tribuo.data.text

Packages that use org.tribuo.data.text

Package	Description
org.tribuo.classification.explanations.lime	Provides an implementation of LIME (Locally Interpretable Model Explanations).
org.tribuo.data.columnar.processors.field	Provides implementations of FieldProcessor.
org.tribuo.data.text	Provides interfaces for converting text inputs into Features and Examples.
org.tribuo.data.text.impl	Provides implementations of text data processors.
org.tribuo.interop.onnx.extractors	Provides feature extraction implementations which use ONNX models.

Classes in org.tribuo.data.text used by org.tribuo.classification.explanations.lime

Class and Description
TextFeatureExtractor An interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.

Classes in org.tribuo.data.text used by org.tribuo.data.columnar.processors.field

Class and Description
TextPipeline A pipeline that takes a String and returns a List of Features.

Classes in org.tribuo.data.text used by org.tribuo.data.text

Class and Description
DocumentPreprocessor An interface for things that can pre-process documents before they are broken into features.
TextFeatureExtractor An interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.
TextProcessingException An exception thrown by the text processing system.

Classes in org.tribuo.data.text used by org.tribuo.data.text.impl

Class and Description
DocumentPreprocessor An interface for things that can pre-process documents before they are broken into features.
FeatureAggregator An interface for aggregating feature values into other values.
FeatureTransformer A feature transformer maps a list of features to a new list of features Useful for example to apply the hashing trick to a set of features
TextDataSource A base class for textual data sets.
TextFeatureExtractor An interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.
TextPipeline A pipeline that takes a String and returns a List of Features.
TextProcessingException An exception thrown by the text processing system.
TextProcessor A TextProcessor takes some text and optionally a feature tag and generates a list of Features from that text.

Classes in org.tribuo.data.text used by org.tribuo.interop.onnx.extractors

Class and Description
TextFeatureExtractor An interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.
TextPipeline A pipeline that takes a String and returns a List of Features.