mean shift clustering example
Machine Learning Algorithms: Mean Shift Clustering Example In Python
Mean Shift is a hierarchical clustering algorithm. In contrast to supervised machine learning algorithms, clustering attempts to group data without having first been train on labeled data. Clustering is used in a wide variety of applications such as search engines, academic rankings and medicine. As opposed to K-Means, when using Mean Shift, you don't need to know the number of categories (clusters) beforehand. The downside to Mean Shift is that it is computationally expensive -- O(n²).