DBSCAN
Lightweight Java implementation of density-based clustering algorithm DBSCAN
Download/Building
You can download the latest jar file from the releases page.
To build the library, you can either compile the sources manually or use maven (mvn package).
Usage
- Implement a distance metric for the data type to be clustered (using the interface
org.christopherfrantz.dbscan.DistanceMetric; for an example see the implementationorg.christopherfrantz.dbscan.metrics.DistanceMetricNumbersor consult the tests). - Instantiate
DBSCANClusterer. - Invoke
performClustering()to retrieve the clustered inputs. See tests for examples.