Closed priamai closed 3 years ago
Hello,
yes, the density factor as described in the paper [1] is currently not implemented. However, we assume that if you use the fit_frame_split
as described in the paper [2], that to some degree different densities over time will also be supported. However, not within the same partitioned frame. A potential solution for this is to simply replace the algorithm in a fork with the HDBSCAN algorithm (link) which is able to capture different densities.
I hope this helps you.
Cheers, Eren
Awesome thanks for the pointers, I am reading them.
Hi there, I was reading the original paper and your implementation and correct if I am wrong but there is no provision for the density factor thus there will be issues identifying adjacent clusters. Unless this is implemented in the standard DBSCAN algorithm in SKLEARN but I can't find any info in there either.