Comparing flows on the same benchmark suite
Nobody has claimed this yet.
- Dominant language
- PHP
- Stars
- 755
- Forks
- 128
- PR merge metrics
- No merged PRs in 30d
Description
Let's say I have 2 flows and I want to compare their performances on the same benchmark suite.
Is there a recommended workflow for this?
My understanding is that I should create a study with different flows (as done e.g. in https://www.openml.org/s/226/flows), optionally publish it, and then use the API to retrieve the runs, flows, etc., and compare them locally with e.g. run.get_metric_fn(). Or is there a better way to do this?
Thanks a lot!
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the study, flow, and run API workflow described in the issue, including the cited OpenML study 226 and run.get_metric_fn(). Done means documenting a recommended, reproducible process for comparing two flows on the same benchmark suite, including whether publishing a study is necessary.
Written by the indexing model from the issue text.
Assessment
- Domain
- documentation, machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100