DBSCAN not working properly

1 view (last 30 days)
Mark Lafrentz
Mark Lafrentz on 4 Jun 2019
I am working on writing a DBSCAN algorithm for data clustering. I am writing it from scratch because 1.) I am working with Matlab 2018b, and 2.) I would like to fully understand the algorithm. The script creates cooked up data that i feel should be easy for the algorithm to cluster properly, but when i run it, i get some undesirable results (i.e. Data that clearly belongs in one cluster is clustered into more than one cluster). I have tried many selections of Epsilon and Density that should give me good results. The algorithm performs well on the first cluster, but less so on the subsequent clusters. I can't determine what is going on in subsequent iterations that would cause this.

Answers (0)

Categories

Find more on Statistics and Machine Learning Toolbox in Help Center and File Exchange

Products

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!