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. 2012 Jan 31;12(2):1211–1279. doi: 10.3390/s120201211

Table 7.

Summary of feature extraction methods.

Method Properties Applications
Features selection GA
  • – High resource consumption

  • – Possible premature convergence

[188,189]
SFS/SBS
  • – Suboptimal methods

[191,192]
SFFS/SBFS
  • – Modified versions of SFS/SBS methods

  • – Based on plus l-take away r algorithm

  • – Partially overcome the deficiencies of SFS/SBS

[194196]