Machine Learning, Education, Scikit Learn, Unsupervised Learning, Clustering.
cluster. This definition seems reasonable — we want our observations to be as close to their centroids as possible. But, there is a problem — the optimum is reached when the number of centroids is equal to the number of observations, so you would end up with every single observation as its own