Class BinaryClassificationMetrics (2.32.0) 

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

Evaluation metrics for binary classification/classifier models.

Attributes

NameDescription
aggregate_classification_metrics google.cloud.bigquery_v2.types.Model.AggregateClassificationMetrics
Aggregate classification metrics.
binary_confusion_matrix_list Sequence[google.cloud.bigquery_v2.types.Model.BinaryClassificationMetrics.BinaryConfusionMatrix]
Binary confusion matrix at multiple thresholds.
positive_label str
Label representing the positive class.
negative_label str
Label representing the negative class.

Inheritance

builtins.object > proto.message.Message > BinaryClassificationMetrics

Classes

BinaryConfusionMatrix

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

Confusion matrix for binary classification models.

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.