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Is there a way to not assign every point to a cluster? #5

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demongolem-biz opened this issue Mar 18, 2022 · 0 comments
Open

Is there a way to not assign every point to a cluster? #5

demongolem-biz opened this issue Mar 18, 2022 · 0 comments

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@demongolem-biz
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In fit_predict I see the labels are returned. Each individual label is assigned to the nearest microcluster and hence every point has a label. Yet we are using dbscan in this methodology which allows for non-assignment of points. Is there a way to adapt this code to have some points not labeled (e.g. -1) for points which are outliers. In practice, I see that there are some points which are too far away from the centers yet could not reasonably belong to any other microcluster and this should be unassigned.

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