Clustering Evaluating Methodologies

Purity

Normalized Mutual Information
Rand
Jaccard coefficient
Fowlkes and Mallows index
Dunn index
Silhouette Coefficient
Adjusted Rand index
Mutual Information based scores
Calinski-Harabaz Index
Homogeneity, completeness and V-measure
Fowlkes-Mallows scores