Paretonian-DBSCAN-Parameters

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.