cvms {cvms}R 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


[Package cvms version 1.3.3 Index]