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Add scoring functions for binary classification tasks #3039

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Add scoring functions for binary classification tasks #3039

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@0Zeta 0Zeta commented Oct 8, 2020

Describe your change:

Added:

  • Add an algorithm?

Checklist:

  • I have read CONTRIBUTING.md.
  • This pull request is all my own work -- I have not plagiarized.
  • I know that pull requests will not be merged if they fail the automated tests.
  • This PR only changes one algorithm file. To ease review, please open separate PRs for separate algorithms.
  • All new Python files are placed inside an existing directory.
  • All filenames are in all lowercase characters with no spaces or dashes.
  • All functions and variable names follow Python naming conventions.
  • All functions have doctests that pass the automated testing.
  • All new algorithms have a URL in its comments that points to Wikipedia or other similar explanation.
  • If this pull request resolves one or more open issues then the commit message contains Fixes: #{$ISSUE_NO}.
0Zeta added 2 commits Oct 8, 2020
@0Zeta
Add scoring functions for binary classification tasks
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0Zeta Lucas
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16e714b 
Added:
- Precision (https://en.wikipedia.org/wiki/Precision_and_recall#Definition_(classification_context))
- Recall (https://en.wikipedia.org/wiki/Precision_and_recall#Definition_(classification_context))
- F1 score (https://en.wikipedia.org/wiki/F1_score#Formulation)
Fixes: #3038
@0Zeta
Add scoring functions for binary classification tasks
Verified
This commit was signed with a verified signature.
0Zeta Lucas
GPG key ID: 9899CF6D5D5BBE04 Learn about signing commits
Loading status checks…
5752ea0 
Added:
- Precision (https://en.wikipedia.org/wiki/Precision_and_recall#Definition_(classification_context))
- Recall (https://en.wikipedia.org/wiki/Precision_and_recall#Definition_(classification_context))
- F1 score (https://en.wikipedia.org/wiki/F1_score#Formulation)
Fixes: #3038
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