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) doi:10.1109/TIT.2019.2913417.

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

Team

Insights

Last 30 days

Last 365 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN

Binaries

Dependencies

  • Imports6 packages