cvms

Cross-Validation for Model Selection

CRAN Package

Cross-validate one or multiple regression and classification models and get relevant evaluation metrics in a tidy format. Validate the best model on a test set and compare it to a baseline evaluation. Alternatively, evaluate predictions from an external model. Currently supports regression and classification (binary and multiclass). Described in chp. 5 of Jeyaraman, B. P., Olsen, L. R., & Wambugu M. (2019, ISBN: 9781838550134).

  • Version1.6.3
  • R versionR (≥ 3.5)
  • LicenseMIT
  • Needs compilation?No
  • Last release01/14/2025

Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,766 times in the last 30 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 54 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
38 downloadsFeb 23, 2025
37 downloadsFeb 24, 2025
38 downloadsFeb 25, 2025
39 downloadsFeb 26, 2025
111 downloadsFeb 27, 2025
44 downloadsFeb 28, 2025
31 downloadsMar 1, 2025
54 downloadsMar 2, 2025
45 downloadsMar 3, 2025
48 downloadsMar 4, 2025
102 downloadsMar 5, 2025
40 downloadsMar 6, 2025
86 downloadsMar 7, 2025
76 downloadsMar 8, 2025
46 downloadsMar 9, 2025
64 downloadsMar 10, 2025
86 downloadsMar 11, 2025
78 downloadsMar 12, 2025
75 downloadsMar 13, 2025
32 downloadsMar 14, 2025
103 downloadsMar 15, 2025
24 downloadsMar 16, 2025
58 downloadsMar 17, 2025
86 downloadsMar 18, 2025
52 downloadsMar 19, 2025
70 downloadsMar 20, 2025
65 downloadsMar 21, 2025
21 downloadsMar 22, 2025
63 downloadsMar 23, 2025
54 downloadsMar 24, 2025
0 downloadsMar 25, 2025
0 downloadsMar 26, 2025
0 downloadsMar 27, 2025
0 downloadsMar 28, 2025
0 downloadsMar 29, 2025
21
111

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 18,215 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Aug 01, 2024 with 148 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

  • Imports18 packages
  • Suggests14 packages
  • Reverse Imports2 packages