cvms-package: cvms: A package for cross-validating regression and...

cvms-packageR Documentation

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

Description

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.

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().

Author(s)

Ludvig Renbo Olsen, r-pkgs@ludvigolsen.dk

See Also

Useful links:


LudvigOlsen/cvms documentation built on March 2, 2024, 1:54 p.m.