Computer scienceData scienceMachine learningClusteringClustering evaluation

Silhouette coefficient

The silhouette ranges

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Select the statements that hold true for the silhouette value ranges:

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A silhouette value of 0 indicates the cluster intersection

The silhouette values lie in the [0, 1] interval

A silhouette value of 1 is indicative of perfect cluster separation

A silhouette value of -1 signals that the data point has been mislabeled

The silhouette values lie in the [-1, 1] interval

A silhouette value of 0 signals that the data point has been mislabeled

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