Fix breaking change in sklearn in log_loss - Githubissues

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Fix breaking change in sklearn in log_loss #2106

Closed miguelgfierro closed 1 month ago

miguelgfierro commented 1 month ago

Description

Sklearn removed eps parameter in log_loss.

See 0.5.0 https://github.com/scikit-learn/scikit-learn/blob/abbaed326c8f0e4a8083979701f01ce581612713/sklearn/metrics/_classification.py#L2829C30-L2829C31

vs 0.4.2: https://github.com/scikit-learn/scikit-learn/blob/8721245511de2f225ff5f9aa5f5fadce663cd4a3/sklearn/metrics/_classification.py#L2822

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[x] I have followed the contribution guidelines and code style for this project.
[x] I have added tests covering my contributions.
[x] I have updated the documentation accordingly.
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[x] This PR is being made to staging branch AND NOT TO main branch.