Package org.carrot2.text.preprocessing

Contains the unified input preprocessing infrastructure (term indexing, stemming, label discovery).

See: Description

Class Summary

Class	Description
CaseNormalizer	Performs case normalization and calculates a number of frequency statistics for words.
CaseNormalizerDescriptor	Metadata and attributes of the CaseNormalizer component.
CaseNormalizerDescriptor.AttributeBuilder	Attribute map builder for the CaseNormalizer component.
CaseNormalizerDescriptor.Attributes	All attributes of the CaseNormalizer component.
CaseNormalizerDescriptor.Keys	Constants for all attribute keys of the CaseNormalizer component.
DocumentAssigner	Assigns document to label candidates.
DocumentAssignerDescriptor	Metadata and attributes of the DocumentAssigner component.
DocumentAssignerDescriptor.AttributeBuilder	Attribute map builder for the DocumentAssigner component.
DocumentAssignerDescriptor.Attributes	All attributes of the DocumentAssigner component.
DocumentAssignerDescriptor.Keys	Constants for all attribute keys of the DocumentAssigner component.
LabelFilterProcessor	Applies basic filtering to words and phrases to produce candidates for cluster labels.
LabelFilterProcessorDescriptor	Metadata and attributes of the LabelFilterProcessor component.
LabelFilterProcessorDescriptor.AttributeBuilder	Attribute map builder for the LabelFilterProcessor component.
LabelFilterProcessorDescriptor.Attributes	All attributes of the LabelFilterProcessor component.
LabelFilterProcessorDescriptor.Keys	Constants for all attribute keys of the LabelFilterProcessor component.
LabelFormatter	Formats cluster labels for final rendering.
LabelFormatterDescriptor	Metadata and attributes of the LabelFormatter component.
LabelFormatterDescriptor.AttributeBuilder	Attribute map builder for the LabelFormatter component.
LabelFormatterDescriptor.Attributes	All attributes of the LabelFormatter component.
LabelFormatterDescriptor.Keys	Constants for all attribute keys of the LabelFormatter component.
LanguageModelStemmer	Applies stemming to words and calculates a number of frequency statistics for stems.
LanguageModelStemmerDescriptor	Metadata and attributes of the LanguageModelStemmer component.
LanguageModelStemmerDescriptor.AttributeBuilder	Attribute map builder for the LanguageModelStemmer component.
LanguageModelStemmerDescriptor.Attributes	All attributes of the LanguageModelStemmer component.
LanguageModelStemmerDescriptor.Keys	Constants for all attribute keys of the LanguageModelStemmer component.
PhraseExtractor	Extracts frequent phrases from the provided document.
PhraseExtractorDescriptor	Metadata and attributes of the PhraseExtractor component.
PhraseExtractorDescriptor.AttributeBuilder	Attribute map builder for the PhraseExtractor component.
PhraseExtractorDescriptor.Attributes	All attributes of the PhraseExtractor component.
PhraseExtractorDescriptor.Keys	Constants for all attribute keys of the PhraseExtractor component.
PreprocessedDocumentScanner	Iterates over tokenized documents in PreprocessingContext.
PreprocessingContext	Document preprocessing context provides low-level (usually integer-coded) data structures useful for further processing.
PreprocessingContext.AllFields	Information about all fields processed for the input PreprocessingContext.documents.
SparseArray	Sparse array encoding utilities.
StopListMarker	Marks stop words based on the current language model.
StopListMarkerDescriptor	Metadata and attributes of the StopListMarker component.
StopListMarkerDescriptor.AttributeBuilder	Attribute map builder for the StopListMarker component.
StopListMarkerDescriptor.Attributes	All attributes of the StopListMarker component.
StopListMarkerDescriptor.Keys	Constants for all attribute keys of the StopListMarker component.
Tokenizer	Performs tokenization of documents.
TokenizerDescriptor	Metadata and attributes of the Tokenizer component.
TokenizerDescriptor.AttributeBuilder	Attribute map builder for the Tokenizer component.
TokenizerDescriptor.Attributes	All attributes of the Tokenizer component.
TokenizerDescriptor.Keys	Constants for all attribute keys of the Tokenizer component.

Package org.carrot2.text.preprocessing Description

Contains the unified input preprocessing infrastructure (term indexing, stemming, label discovery).

Package Specification

The main output class resulting from preprocessing is PreprocessingContext, it contains several sub-classes with int-indexed arrays.