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cvms

Cross-Validation for Model Selection

v2.0.0 · Nov 9, 2025 · MIT + file LICENSE

Description

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).

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1 NOTE
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (1 non-OK)
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.8Mb
  sub-directories of 1Mb or more:
    data   2.1Mb
    doc    2.4Mb

Check History

NOTE 13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.8Mb
  sub-directories of 1Mb or more:
    data   2.1Mb
    doc    2.4Mb

Reverse Dependencies (3)

Dependency Network

Dependencies Reverse dependencies checkmate data.table dplyr ggplot2 groupdata2 lifecycle lme4 MuMIn parameters plyr pROC (>= 1.16.0) purrr rearrr recipes rlang +3 more dependencies explainer oHMMed priorityelasticnet cvms

Version History

new 2.0.0 Mar 10, 2026
updated 2.0.0 ← 1.8.1 diff Nov 9, 2025
updated 1.8.1 ← 1.8.0 diff Aug 24, 2025
updated 1.8.0 ← 1.7.0 diff Jul 7, 2025
updated 1.7.0 ← 1.6.3 diff Mar 6, 2025
updated 1.6.3 ← 1.6.2 diff Jan 13, 2025
updated 1.6.2 ← 1.6.1 diff Jul 30, 2024
updated 1.6.1 ← 1.6.0 diff Feb 26, 2024
updated 1.6.0 ← 1.5.0 diff Jun 28, 2023
updated 1.5.0 ← 1.4.1 diff Jun 17, 2023
updated 1.4.1 ← 1.4.0 diff Jun 10, 2023
updated 1.4.0 ← 1.3.9 diff Jun 3, 2023
updated 1.3.9 ← 1.3.8 diff Jan 25, 2023
updated 1.3.8 ← 1.3.7 diff Jan 4, 2023
updated 1.3.7 ← 1.3.6 diff Nov 23, 2022
updated 1.3.6 ← 1.3.5 diff Oct 11, 2022
updated 1.3.5 ← 1.3.4 diff Aug 25, 2022
updated 1.3.4 ← 1.3.3 diff Jul 14, 2022
updated 1.3.3 ← 1.3.2 diff Nov 13, 2021
updated 1.3.2 ← 1.3.1 diff Oct 5, 2021