tfma.metrics.QueryStatistics

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Query statistic metrics.

Inherits From: Metric

These metrics are query/ranking based so a query_key must also be provided in the associated metrics spec.

total_queries_name Total queries metric name.
total_documents_name Total documents metric name.
min_documents_name Min documents name.
max_documents_name Max documents name.

compute_confidence_interval Whether to compute confidence intervals for this metric.

Note that this may not completely remove the computational overhead involved in computing a given metric. This is only respected by the jackknife confidence interval method.

Methods

computations

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Creates computations associated with metric.

get_config

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Returns serializable config.

is_model_independent

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Returns true if the metric does not depend on a model.