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Adjust minPts without redoing aggregation #16

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guettel opened this issue Nov 3, 2023 · 0 comments
Open

Adjust minPts without redoing aggregation #16

guettel opened this issue Nov 3, 2023 · 0 comments
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enhancement New feature or request

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@guettel
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guettel commented Nov 3, 2023

Our recommendation to choose the hyperparameter is to start with radius=1, reduce it until the number of clusters is only slightly larger than expected, and then increase minPts until the right number of clusters are obtained.

Could we add a function like

clx.minPtsChange(minPts)

which just redoes the minPts phase without doing the rest.

Note that, if mergeTinyGroups==False, then the group merging also needs to be redone because it depends on minPts. Otherwise, it doesn't.

@guettel guettel added the enhancement New feature or request label Nov 3, 2023
@guettel guettel changed the title Adjust minPts without without redoing aggregation Adjust minPts without redoing aggregation Nov 3, 2023
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