assignPOP

Population Assignment using Genetic, Non-Genetic or Integrated Data in a Machine Learning Framework

CRAN Package

Use Monte-Carlo and K-fold cross-validation coupled with machine-learning classification algorithms to perform population assignment, with functionalities of evaluating discriminatory power of independent training samples, identifying informative loci, reducing data dimensionality for genomic data, integrating genetic and non-genetic data, and visualizing results.


Team


Insights

Last 30 days

This package has been downloaded 388 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsDec 15, 2024
0 downloadsDec 16, 2024
0 downloadsDec 17, 2024
0 downloadsDec 18, 2024
0 downloadsDec 19, 2024
17 downloadsDec 20, 2024
8 downloadsDec 21, 2024
7 downloadsDec 22, 2024
11 downloadsDec 23, 2024
2 downloadsDec 24, 2024
29 downloadsDec 25, 2024
15 downloadsDec 26, 2024
5 downloadsDec 27, 2024
3 downloadsDec 28, 2024
11 downloadsDec 29, 2024
8 downloadsDec 30, 2024
2 downloadsDec 31, 2024
44 downloadsJan 1, 2025
16 downloadsJan 2, 2025
18 downloadsJan 3, 2025
18 downloadsJan 4, 2025
4 downloadsJan 5, 2025
10 downloadsJan 6, 2025
12 downloadsJan 7, 2025
30 downloadsJan 8, 2025
5 downloadsJan 9, 2025
17 downloadsJan 10, 2025
3 downloadsJan 11, 2025
4 downloadsJan 12, 2025
8 downloadsJan 13, 2025
14 downloadsJan 14, 2025
31 downloadsJan 15, 2025
10 downloadsJan 16, 2025
13 downloadsJan 17, 2025
13 downloadsJan 18, 2025
2
44

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 5,888 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Jan 24, 2024 with 153 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

  • Imports11 packages
  • Suggests7 packages