Tasks should be able to ignore attributes
Open
Nobody has claimed this yet.
- Dominant language
- PHP
- Stars
- 755
- Forks
- 128
- PR merge metrics
- No merged PRs in 30d
Description
There are some datasets with multiple target variables (e.g. dataset 43338). One can create different tasks for all of the target variables.
However currently this is not possible, because one has to ignore the other target variable, which requires having two different datasets with different ignore attributes
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
Review how OpenML tasks reference datasets and how ignored attributes are currently handled. Define the behavior needed for separate tasks targeting different variables in one multi-target dataset, then verify that each task can ignore the other target variables without requiring duplicate datasets.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- php
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100