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Clustering Evaluation
Internal Validation: number and shape of clusters
Indices :
Calinski-Harabaz
Davies-Bouldin
Dunn
Elbow method
Silhouette
External Validation: comparison with one reference
Homogeneity, completeness and V-measure
Adjusted Rand Index
Fowlkes-Mallows score
Based on mutual information:
Mutual information
Normalized Mutual Information
Adjusted Mutual Information
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