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ENH Extends outlier encoding scheme to HDBSCAN.dbscan_clustering #24698

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@Micky774 Micky774 commented Oct 18, 2022

Reference Issues/PRs

Towards #24686

What does this implement/fix? Explain your changes.

Updates the HDBSCAN.dbscan_clustering method to conform to new outlier encoding strategy wherein noise, np.inf and np.nan samples are labelled with distinct negative labels. Updates documentation to partially clarify this encoding as well.

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