FIX Improve HDBSCAN Error Message when checking for connected components #27678
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- Separate connected components warning
glemaitre
approved these changes
Oct 30, 2023
…arn into hdbscan_warning_fix
glemaitre
approved these changes
Nov 16, 2023
OmarManzoor
approved these changes
Dec 4, 2023
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Reference Issues/PRs
Fixes #27436
What does this implement/fix? Explain your changes.
Currently, for HDBCAN, it is checked if the number of connected components of the mutual reachability graph is greater than one. If it is, an exception is raised stating that some elements in the distance matrix have less than
min_samplesneighbours. This exception is now split into two distinct exceptions -min_samplesneighbours