Class ClusteringMetrics (3.42.3)

ClusteringMetrics(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Evaluation metrics for clustering models.

Attributes
Name	Description
`davies_bouldin_index`	`google.protobuf.wrappers_pb2.DoubleValue` Davies-Bouldin index.
`mean_squared_distance`	`google.protobuf.wrappers_pb2.DoubleValue` Mean of squared distances between each sample to its cluster centroid.
`clusters`	`Sequence[google.cloud.bigquery_v2.types.Model.ClusteringMetrics.Cluster]` Information for all clusters.

Classes

Cluster(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Message containing the information about one cluster.

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Last updated 2026-08-01 UTC.