JuliaAI / JuliaAI/MLJBase.jl

multiclass auc

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low priority measures
Dominant language
Julia
Stars
163
Forks
46
Avg merge
1d 18h
Merged PRs (30d)
5

Description

when the base ConfMat metrics are in and tested, in some future could add multiclass AUC

see https://www.rdocumentation.org/packages/pROC/versions/1.15.3/topics/multiclass.roc for references

Contributor guide

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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

Start by reviewing the base ConfMat metrics and their tests to understand the existing metric conventions. Read the linked pROC multiclass.roc reference and determine the intended multiclass AUC scope and behavior. Done should mean a decided design, implementation, and tests for multiclass AUC.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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