Machine Learning, Education, Scikit Learn, Unsupervised Learning, Clustering.
separate cluster. In order to avoid that case, we should choose a number of clusters after which a function J(C) is decreasing less rapidly. More formally, Let’s look at an example. We see that J(C) decreases significantly until the number of clusters is 3 and then does not change as much anymore.