PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Esuli A., Fagni T., Moreo Fernández A. JaTeCS, a Java library focused on automatic text categorization. Technical report, 2016.
 
 
Abstract
(English)
JaTeCS is an open source Java library focused on automatic text categorization. It covers all the steps of an experimental activity, from reading the corpus to the evaluation of the results. JaTeCS focuses on text as the central input, and its code is optimized for this type of data. As with many other machine learning (ML) frameworks, JaTeCS provides data readers for many formats and well-known corpora, NLP tools, feature selection and weighting methods, the implementation of many ML algorithms as well as wrappers for well-known external software (e.g., libSVM, SVMlight). JaTeCS also provides the implementation of methods related to text classification that are rarely, if never, provided by other ML framework (e.g., active learning, quantification, transfer learning).
Subject Machine learning
Text categorization
Text mining
Natural language processing
I.2.7 ARTIFICIAL INTELLIGENCE. Natural Language Processing
I.5.3 PATTERN RECOGNITION. Clustering
I.2.6 ARTIFICIAL INTELLIGENCE. Learning


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