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Rekurencyjna eliminacja cech w metodach dyskryminacji
Recursive feature elimination in discrimination methods

Author(s): Mariusz Kubus
Subject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: feature selection; recursive feature elimination; heuristic search

Summary/Abstract: Recursive feature elimination (RFE) with SVM was proposed in [Guyon at al. 2002] to reduce computational cost in comparison to stepwise selection. The algorithm can be applied with a wider range of discrimination methods. This article shows a general scheme of RFE algorithm. The empirical comparison of RFE combined with a few discrimi-nation methods is also given.

  • Issue Year: 2015
  • Issue No: 384
  • Page Range: 154-162
  • Page Count: 9