View source: R/simple_ensemble.R
simple_ensemble | R Documentation |
A simple ensemble is a collection of workflows for which predictions will be combined in a simple way (e.g. by taking either the mean or median). Usually these workflows will consists each of the best version of a given model algorithm following tuning. The workflows are fitted to the full training dataset before making predictions.
simple_ensemble(...)
... |
not used, this function just creates an empty |
an empty simple_ensemble
. This is a tibble with columns:
wflow_id
: the name of the workflows for which the best model was
chosen
workflow
: the trained workflow objects
metrics
: metrics based on the crossvalidation resampling used
to tune the models
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