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docs(blog): classification metrics on the backend #10501

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Description of changes

Adding a blog post breaking down how to perform binary classification metrics with Ibis. I did a fair amount of background explanation on these models and these metrics because many Ibis users may not be as familiar with these topics, but we can scale that back if needed and get more to the point.

@github-actions github-actions bot added the docs Documentation related issues or PRs label Nov 15, 2024
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Description of changes

Adding a blog post breaking down how to perform binary classification metrics with Ibis. I did a fair amount of background explanation on these models and these metrics because many Ibis users may not be as familiar with these topics, but we can scale that back if needed and get more to the point.

Seems like these would also be useful additions to IbisML! ibis_ml.metrics?

@cpcloud cpcloud added the docs-preview Add this label to trigger a docs preview label Nov 16, 2024
@ibis-docs-bot ibis-docs-bot bot removed the docs-preview Add this label to trigger a docs preview label Nov 16, 2024
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Seems like these would also be useful additions to IbisML! ibis_ml.metrics?

I think so! I have given that a good bit of thought and I think it would be worth adding that capability with IbisML. I opened feat: ibis_ml.metrics #174 over there, so hopefully, we can discuss further and plan the approach.

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