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Cluster

The Cluster skill lets you divide groups of abstract data into classes of similar data. Unlike Train, the Cluster skill doesn't require a labeled dataset.

Format​

Cluster has a single format with several variations: Cluster data (excluding | including) <columns>.

Parameters​

Cluster uses the following parameters:

  • columns (optional). The columns to exclude or include in your cluster. Not selecting a column will use all columns in the dataset to cluster data.

Output​

If data is successfully clustered, a preview message appears in the conversation history. This message contains a link to preview the ClusterResults dataset. An output also appears in the Chart tab displaying the Cluster Centroids, Models, Scores, and Pipeline Report.

Examples​

To cluster the "Titanic Dataset" in it's entirety, enter Cluster data.

To cluster the Age, Fare, and Gender columns, enter Cluster data including Age, Fare, Gender.