Performance Metrics: The Fowlkes-Mallows Index
What is the Fowlkes-Mallows Index? The Fowlkes-Mallows Index (FMI, Fowlkes-Mallows Score or G-Mean) is a performance metric to evaluate the similarity of clusters obtained through various clustering algorithms. It is typically used to evaluate the clustering performance of a specific algorithm by assuming that the cluster it is compared to is…