The Robotics Institute

Carnegie Mellon Robotics Institute

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Abstract

Given that we are not familiar with a target environment for text classification (i.e., the particular characteristics of the target data set, the categories of documents represented, etc.), it is desirable to have a tool that is able to automatically determine which is the best classifier for a given data set.ClassificationBox program determines the best classification method and its parameters for classifying a particular data set. ClassificationBox is a stand-alone java application for text classification. The program was developed in order to determine which classification methods and parameters are optimal for a given data set.

Keywords

Text classification

Notes

Sponsor: Computer Technology Associates, Inc.

Associated Project(s): Text Miner

Text Reference

Michael Rectenwald, Young-Woo Seo, Kevin Lee, Joseph Andrew Giampapa, and Katia Sycara, "Installation, Running and Editing Instructions for the ClassificationBox Text Classification Tool," tech. report CMU-RI-TR-04-58, Robotics Institute, Carnegie Mellon University, November, 2004

BibTeX Reference

@techreport{Rectenwald_2004_4816,
   author = "Michael Rectenwald and Young-Woo Seo and Kevin Lee and Joseph Andrew Giampapa and Katia Sycara",
   title = "Installation, Running and Editing Instructions for the ClassificationBox Text Classification Tool",
   booktitle = "",
   institution = "Robotics Institute",
   month = "November",
   year = "2004",
   number= "CMU-RI-TR-04-58",
   address= "Pittsburgh, PA",
}

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