Rough Set-Based SVM Classifier for Text Categorization

  • Authors:

  • Peng Chen;Shuang Liu

  • Affiliations:

  • -;-

  • Venue:
  • ICNC '08 Proceedings of the 2008 Fourth International Conference on Natural Computation - Volume 02
  • Year:
  • 2008

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Abstract

Support Vector Machine (SVM) is a powerful classification technique based on the idea of Structural Risk Minimization. Use of a Kernel Function enables the curse of dimensionality to be addressed. However, a proper Kernel Function for a certain problem ...