Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Include execution time as a metric for workflow sets #92

Open
luisDVA opened this issue Jul 26, 2022 · 2 comments
Open

Include execution time as a metric for workflow sets #92

luisDVA opened this issue Jul 26, 2022 · 2 comments
Labels
feature a feature request or enhancement

Comments

@luisDVA
Copy link

luisDVA commented Jul 26, 2022

Feature

This came up on Day 1 of the ML w/ tidymodels workshop at rstudioconf.

In some cases it may be useful to consider code execution time as a metric for ranking models in a set in addition to the other metrics. Davis mentioned that intermediate parsnip objects store execution time so this can be extracted and used to weight predictive power with running time. Thanks!
@simonpcouch
Copy link
Contributor

This is an interesting idea! We'll come back to this after rstudio::conf. :)

@simonpcouch simonpcouch added the feature a feature request or enhancement label Aug 9, 2022
@simonpcouch
Copy link
Contributor

Related to tidymodels/tune#248! Some work starting to come together here.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
feature a feature request or enhancement
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@luisDVA @simonpcouch