DBSCAN

[sepans]

trafficstars

Thanks a lot for the explanation. It was very useful. This is a suggestion and not an issue. I tried running DBSCAN over the output of t-SNE and the results were very satisfactory when you just want to color the clusters to highlight them. Unlike K-Means, clusters in DBSCAN are uneven so it gives good result. The challenge is in tuning the eps parameter. There might be a better method in finding the right value rather than trying different ones. Just wanted to share it in case you want to include it in the notebook.

[kylemcdonald]

Thanks! I'll consider this for any next updates.