Machine Learning, Clustering, Python, Unsupervised Learning, Segmentation.
estimator. Use Cases Mean shift clustering can discover clusters of any shape, unlike K-means which is biased towards spherical clusters. It is robust to outliers since it’s based on density estimation. It automatically determines the number of clusters based on the data. On the other hand, it is