cvms-package

cvms: A package for cross-validating regression and classification models

cvms: A package for cross-validating regression and classification models

Perform (repeated) cross-validation on a list of model formulas. Validate the best model on a validation set. Perform baseline evaluations on your test set. Generate model formulas by combining your fixed effects. Evaluate predictions from an external model. package

Details

Returns results in a tibble for easy comparison, reporting and further analysis.

The main functions are: cross_validate(), cross_validate_fn(), validate(), validate_fn(), baseline(), and evaluate().

See Also

Useful links:

Author(s)

Ludvig Renbo Olsen, r-pkgs@ludvigolsen.dk

  • Maintainer: Ludvig Renbo Olsen
  • License: MIT + file LICENSE
  • Last published: 2025-03-07