Machine Learning, Clustering, Python, Unsupervised Learning, Segmentation.
bandwidth is the most crucial parameter. It defines the radius of the area in feature space to be considered for computing the mean shift. If not set, it is estimated using a provided heuristic. The choice greatly affects the clustering results. A small bandwidth results in many small clusters