openml / openml/server-api

Some measure properties in the database are wrong

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database
Dominant language
Python
Stars
16
Forks
50
PR merge metrics
No merged PRs in 30d

Description

Examples :
name min max higherIsBetter
f_measure 0 0 1
precision 0 0 1
recall 0 0 1

While many more are missing (somewhat less of a problem). Examples :
binominal_test
chi-squared
cortana_quality
information_gain
jaccard
os_information
positives
probability

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No file, test, or entry point is named. Start by locating the server-api database definitions for measure properties, then compare their name, min, max, and higherIsBetter values with the listed examples and identify the missing measures; done means the incorrect metadata is corrected and the missing entries are represented consistently.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
databases
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
35/100

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