Machine Learning, Education, Scikit Learn, Unsupervised Learning, Clustering.
accurate clustering results. These metrics’ values are not scaled as the ARI or AMI metrics are and thus depend on the number of clusters. A random clustering result will not have metrics’ values closer to zero when the number of clusters is big enough and the number of objects is small. In such a