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

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

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

Modifier	Constructor	Description
	DirectoryFileSource(Path dataDir, 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.
	TextDataSource(File file, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor, DocumentPreprocessor... preprocessors)	Creates a text data set by reading it from a file.
	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	Description
class	TextFeatureExtractorImpl<T extends Output<T>>	An implementation of TextFeatureExtractor that takes a TextPipeline and generates ArrayExample.

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

Modifier	Constructor	Description
	SimpleStringDataSource(List<String> rawLines, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor)	Constructs a simple string data source from the supplied lines.
	SimpleTextDataSource(File file, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor)	Constructs a simple text data source by reading lines from the supplied file.
	SimpleTextDataSource(Path path, OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor)	Constructs a simple text data source by reading lines from the supplied path.
protected	SimpleTextDataSource(OutputFactory<T> outputFactory, TextFeatureExtractor<T> extractor)	Cosntructs a data source without a path.

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

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

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