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topepo avatar topepo commented on June 24, 2024

This was previously discussed in tidymodels/recipes#399; I wasn't sold on what the poster wanted to return and they added a step function to their own package.

You might also want to take a look at tidymodels/planning#12. For non-preprocessing needs, I think that @kbodwin's thoughts are spot-on.

It would be good as long as the output is a factor variable that denotes the cluster that the sample belongs to. For new data, we can use a nearest centroid (or mediod) approach to assign new samples (but this is dependent on the clustering method).

I'd support this but don't have the time to do it; you'd have to start a PR.

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topepo avatar topepo commented on June 24, 2024

I'll close but please add a PR if this is important.

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github-actions avatar github-actions commented on June 24, 2024

This issue has been automatically locked. If you believe you have found a related problem, please file a new issue (with a reprex: https://reprex.tidyverse.org) and link to this issue.

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