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tfma.metrics.AttributionsMetric

Base type for attribution metrics.

Inherits From: Metric

create_computations_fn Function to create the metrics computations (e.g. mean_label, etc). This function should take the args passed to init as as input along with any of eval_config, schema, model_names, output_names, sub_keys, aggregation_type, or query_key (where needed).
**kwargs Any additional kwargs to pass to create_computations_fn. These should only contain primitive types or lists/dicts of primitive types. The kwargs passed to computations have precendence over these kwargs.

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.