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 278 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 23 times.

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

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 3,410 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