Cluster analysis requires prior knowledge of the cluster or group membership for each object or case included to develop the classification rule.

Question

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Cluster analysis is an unsupervised learning technique that does not require prior knowledge of cluster/group membership. It is used to identify patterns or groups in the data based on their similarities or dissimilarities.

Cluster Analysis Requires Prior Knowledge of the Cluster or Group