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Weka wrapper for the SGM toolkit for text classification and modeling.
...Provides Sparse Generative Models for scalable and accurate text classification and modeling for use in high-speed and large-scale text mining. Has lower time complexity of classification than comparable software due to inference based on sparse model representation and use of an inverted index.
The provided .zip file is in the Weka package format, giving access to text classification. Other functions are usable through either Java command-line commands or class inclusion into Java projects.
Generator for textual models by applying different techniques
This is a project created and supported by:
Angel Castellanos
Juan Cigarrán Recuero
Ana García Serrano
This projects allows the modelling of textual contents by applying different techniques:
TF-IDF
KLD
Mutual Information
Chi^2
With this application the users can be able to extract the most representative terminology of a textual collection.
The application is Java-based, allowing their execution in several platforms and operative systems (Windows, Linux, MacOS).