@kingauthur is assigned to this task, so far it works greatly interactive with hidden cluster structure:
Two interaction has been created:
Move mouse over the cluster will highlight the points in that cluster through _get_cluster_by_pos.
Double click on the parent node will trigger the binary split.
However, every split also assigns many points into the noisy cluster (cluster 0 which is grey). So the precision is high but the hitrate is pretty low because many points belong to that leaf fall into cluster 0.
This issue needs to be solved by adding adjustable magnet feature for an arbitrary cluster to cure the low hitrate issue.
This is how
condensed treeworks inhdbscan@kingauthur is assigned to this task, so far it works greatly interactive with hidden cluster structure:
Two interaction has been created:
Move mouse over the cluster will highlight the points in that cluster through
_get_cluster_by_pos.Double click on the parent node will trigger the binary split.
However, every split also assigns many points into the noisy cluster (cluster 0 which is grey). So the
precisionis high but thehitrateis pretty low because many points belong to that leaf fall into cluster 0.This issue needs to be solved by adding
adjustable magnetfeature for an arbitrary cluster to cure the lowhitrateissue.