Computer scienceData scienceMachine learningClusteringClustering evaluation

Introduction to clustering evaluation

The V-measure

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Select the statements that are true for the V-measure:

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V-measure is an external evaluation metric

Completeness in the context of the V-measure refers to the average distance between a data point and the closest cluster

The V-measure is the harmonic mean between completeness and homogeineity

Homogeineity in the context of the V-measure refers to the similarity of the data points within a cluster

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