gaselect

Genetic Algorithm (GA) for Variable Selection from High-Dimensional Data

CRAN Package

Provides a genetic algorithm for finding variable subsets in high dimensional data with high prediction performance. The genetic algorithm can use ordinary least squares (OLS) regression models or partial least squares (PLS) regression models to evaluate the prediction power of variable subsets. By supporting different cross-validation schemes, the user can fine-tune the tradeoff between speed and quality of the solution.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 243 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
9 downloadsMar 4, 2025
24 downloadsMar 5, 2025
5 downloadsMar 6, 2025
3 downloadsMar 7, 2025
2 downloadsMar 8, 2025
2 downloadsMar 9, 2025
2 downloadsMar 10, 2025
16 downloadsMar 11, 2025
7 downloadsMar 12, 2025
3 downloadsMar 13, 2025
6 downloadsMar 14, 2025
23 downloadsMar 15, 2025
2 downloadsMar 16, 2025
4 downloadsMar 17, 2025
15 downloadsMar 18, 2025
10 downloadsMar 19, 2025
14 downloadsMar 20, 2025
8 downloadsMar 21, 2025
11 downloadsMar 22, 2025
14 downloadsMar 23, 2025
6 downloadsMar 24, 2025
2 downloadsMar 25, 2025
9 downloadsMar 26, 2025
6 downloadsMar 27, 2025
20 downloadsMar 28, 2025
8 downloadsMar 29, 2025
2 downloadsMar 30, 2025
1 downloadsMar 31, 2025
6 downloadsApr 1, 2025
3 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
24

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

Last 365 days

This package has been downloaded 3,377 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 41 downloads.

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

  • Imports1 package
  • Suggests1 package
  • Linking To2 packages
  • Reverse Suggests1 package