Class FeatureValue (2.19.0)

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

Representative value of a single feature within the cluster. .. attribute:: feature_column

The feature column name.

:type: str

Attributes

Name	Description
numerical_value	`google.protobuf.wrappers_pb2.DoubleValue` The numerical feature value. This is the centroid value for this feature.
categorical_value	`google.cloud.bigquery_v2.types.Model.ClusteringMetrics.Cluster.FeatureValue.CategoricalValue` The categorical feature value.

Inheritance

builtins.object > proto.message.Message > FeatureValue

Classes

CategoricalValue

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

Representative value of a categorical feature. .. attribute:: category_counts

Counts of all categories for the categorical feature. If there are more than ten categories, we return top ten (by count) and return one more CategoryCount with category "OTHER" and count as aggregate counts of remaining categories.

:type: Sequence[google.cloud.bigquery_v2.types.Model.ClusteringMetrics.Cluster.FeatureValue.CategoricalValue.CategoryCount]

Methods

delattr

__delattr__(key)

Delete the value on the given field.

This is generally equivalent to setting a falsy value.

eq

__eq__(other)

Return True if the messages are equal, False otherwise.

ne

__ne__(other)

Return True if the messages are unequal, False otherwise.

setattr

__setattr__(key, value)

Set the value on the given field.

For well-known protocol buffer types which are marshalled, either the protocol buffer object or the Python equivalent is accepted.