Package for classifying a document into a category.


Interface Summary
DocumentCategorizer Interface for classes which categorize documents.
FeatureGenerator Interface for generating features for document categorization.

Class Summary
BagOfWordsFeatureGenerator Generates a feature for each word in a document.
DocumentCategorizerEvaluator The DocumentCategorizerEvaluator measures the performance of the given DocumentCategorizer with the provided reference DocumentSamples.
DocumentCategorizerEventStream Iterator-like class for modeling document classification events.
DocumentCategorizerME Maxent implementation of DocumentCategorizer.
DocumentSample Class which holds a classified document and its category.
DocumentSampleStream This class reads in string encoded training samples, parses them and outputs DocumentSample objects.

Package Description

Package for classifying a document into a category.

Copyright © 2010. All Rights Reserved.