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hySAINT: Hybrid Genetic and Simulated Annealing Algorithm for High Dimensional Linear Models with Interaction Effects
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>.
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Package details |
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| Author | Leiyue Li [aut, cre], Chenglong Ye [aut] |
| Maintainer | Leiyue Li <lli289.git@gmail.com> |
| License | GPL-2 |
| Version | 1.2.1 |
| Package repository | View on CRAN |
| Installation |
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