Clustering Metrics

Rand Index, Adjusted Rand Index

Mutual Information Score (Std, Adjusted, Normalized)

Homogeneity, Completeness, V-Measure

Example: Compare cluster evaluation metrics vs #clusters, #samples

Fowlkes-Mallows Score

Silhouette Coefficient

Example: Using Silhouette Analysis to find optimal Kmeans cluster count