r-workflows 1.1.4
Modeling workflows
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.
- Website: https://github.com/tidymodels/workflows
- Licenses: Expat
- Package source: gnu/packages/cran.scm
- Builds: See build status
- Issues: See known issues
Installation
Install r-workflows 1.1.4
as follows:
guix install r-workflows@1.1.4
Or install the latest version:
guix install r-workflows
You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell
documentation for more information.