Uses of Interface
org.tribuo.data.text.TextFeatureExtractor

Packages that use TextFeatureExtractor

Package	Description
org.tribuo.classification.explanations.lime	Provides an implementation of LIME (Locally Interpretable Model Explanations).
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.

Uses of TextFeatureExtractor in org.tribuo.classification.explanations.lime

Constructors in org.tribuo.classification.explanations.lime with parameters of type TextFeatureExtractor

Constructor and Description
LIMEText(SplittableRandom rng, Model<Label> innerModel, SparseTrainer<Regressor> explanationTrainer, int numSamples, TextFeatureExtractor<Label> extractor, Tokenizer tokenizer) Constructs a LIME explainer for a model which uses text data.

Uses of TextFeatureExtractor in org.tribuo.data.text

Fields in org.tribuo.data.text declared as TextFeatureExtractor

Modifier and Type	Field and Description
protected TextFeatureExtractor<T>	TextDataSource.extractor The extractor that we'll use to turn text into examples.
protected TextFeatureExtractor<T>	DirectoryFileSource.extractor The extractor that we'll use to turn text into examples.

Constructors in org.tribuo.data.text with parameters of type TextFeatureExtractor

Constructor and Description
DirectoryFileSource(OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor, DocumentPreprocessor... preprocessors) Creates a data source that will use the given feature extractor and document preprocessors on the data read from the files in the directories representing classes.
DirectoryFileSource(Path newsDir, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor, DocumentPreprocessor... preprocessors)
TextDataSource(File file, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor, DocumentPreprocessor... preprocessors)
TextDataSource(Path path, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor, DocumentPreprocessor... preprocessors) Creates a text data set by reading it from a path.

Uses of TextFeatureExtractor in org.tribuo.data.text.impl

Classes in org.tribuo.data.text.impl that implement TextFeatureExtractor

Modifier and Type	Class and Description
class	TextFeatureExtractorImpl<T extends Output<T>> An implementation of TextFeatureExtractor that takes a TextPipeline and generates ListExample.

Constructors in org.tribuo.data.text.impl with parameters of type TextFeatureExtractor

Constructor and Description
SimpleStringDataSource(List<String> rawLines, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor)
SimpleTextDataSource(File file, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor)
SimpleTextDataSource(OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor)
SimpleTextDataSource(Path path, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor)

Uses of TextFeatureExtractor in org.tribuo.interop.onnx.extractors

Classes in org.tribuo.interop.onnx.extractors that implement TextFeatureExtractor

Modifier and Type	Class and Description
class	BERTFeatureExtractor<T extends Output<T>> Builds examples and sequence examples using features from BERT.