Data Science, Marketing, Data Analysis, Segmentation, Python.
of well-differentiated clusters. DBSCAN, with eps=2.5 and min_samples=150: OPTICS with min_samples=40: Evaluation and validation Although the density-based algorithms may appear to perform better in the charts above, the clusters generated using k-means show more distinct characteristics that make