Clustering, Machine Learning, Python, Unsupervised Learning, Artificial Intelligence.
Upon the arrival of new points, it begins searching for the nearest leaf entry starting from the root. The points are then added to the leaf entry, and the CF (Clustering Feature) is updated accordingly. If the entry’s diameter exceeds the maximum allowed diameter, a leaf split operation is