The Pseudo Gradient Search and a Penalty Technique Used in Classifications

نویسندگان

  • Janyl Jumadinova
  • Zhenyuan Wang
چکیده

The aim of this work is to use the pseudo gradient search to solve classification problems. In most classifiers, the goal is to reduce the misclassified rate that is discrete. Since pseudo gradient search is a local search, to use it for classification problem, objective function has to be real valued. A penalty technique is used for this purpose.

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تاریخ انتشار 2007