Low-cost Pareto-like parameter estimation for sklearn's DBSCAN.
- DBSCAN_pareto.py A Python program for parameter estimation with sklearn's DBSCAN.
- Data_Description.txt A description of the test data.
- Mag_Grav_Grav1vd.csv Magnetic and gravity survey test data (source: Geoscience Australia).
These files may be used in conjunction with e.g., Visual Studio Code.
Reference: Stenborg, TN, Silversides, K 2022, "Low-cost Paretonian DBSCAN Parameter Estimation for Sklearn" Proc. of the Australian Data Science Network Conf. 2022, Australian Data Science Network, pp. 8–9.