save_h2o_models_varimport: Save h2o automl models and variable importance

In BillPetti/h2oclasseval: Helper functions for evaluating classification models built with h2o automl

Description

Save h2o automl models and variable importance

Usage

save_h2o_models_varimport(
  leaderboard,
  max_top_models = NA,
  path_slug,
  time_stamp = TRUE
)

Arguments

leaderboard	A leaderboard object generated from h2o::automl.
max_top_models	Number of models to save and generate variable importance for. If NA, all models will be processed.
path_slug	A file path where the models should be saved.
time_stamp	If TRUE, a time stamp is constructed using Sys.time. User can also provide their own time stamp as a string e.g. '2020_08_01'.

Value

Function will return a list with an element for each model containing the model object and the variable importance of the model (if appropriate–not availabel for Ensemble and GLM). Individual models will be saved in the directory provided by the path_slug argument, and a list with all model objects and variable importane will also be saved to the path_slug directory.

Examples

## Not run: save_h2o_models_varimport(leaderboard, max_top_models = NA,
path_slug, time_stamp = TRUE)
## End(Not run)

BillPetti/h2oclasseval documentation built on Sept. 7, 2020, 12:13 p.m.