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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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CRAN Check Status

1 NOTE
13 OK
Show all 14 flavors
Flavor Status
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 (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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OK r-oldrel-macos-arm64

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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
OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 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 9, 2026