r-workflows 1.1.4
Propagated dependencies: r-cli@3.6.3 r-generics@0.1.3 r-glue@1.8.0 r-hardhat@1.4.0 r-lifecycle@1.0.4 r-modelenv@0.2.0 r-parsnip@1.2.1 r-rlang@1.1.4 r-tidyselect@1.2.1 r-vctrs@0.6.5
Channel: guix
Home page: https://github.com/tidymodels/workflows
Licenses: Expat
Synopsis: Modeling workflows
Description:
A workflow is an object that can bundle together your pre-processing, modeling, and post-processing requests. For example, if you have a recipe
and parsnip
model, these can be combined into a workflow. The advantages are:
You don’t have to keep track of separate objects in your workspace.
The recipe prepping and model fitting can be executed using a single call to
fit()
.If you have custom tuning parameter settings, these can be defined using a simpler interface when combined with
tune
.In the future, workflows will be able to add post-processing operations, such as modifying the probability cutoff for two-class models.
Total results: 2