hySAINT

Hybrid Genetic and Simulated Annealing Algorithm for High Dimensional Linear Models with Interaction Effects

CRAN Package

We provide a stage-wise selection method using genetic algorithms, designed to efficiently identify main and two-way interactions within high-dimensional linear regression models. Additionally, it implements simulated annealing algorithm during the mutation process. The relevant paper can be found at: Ye, C.,and Yang,Y. (2019) .

  • Version1.2.1
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Languageen-US
  • Last release04/04/2024

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  • Imports8 packages