tfma.types.StructuredMetricValue
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The base class for all structured metrics used within TFMA.
This class allows custom metrics to control how proto serialization happens,
and how to handle basic algebraic operations used in computing confidence
intervals and model diffs. By implementing the _apply_binary_op methods,
subclasses can then be treated like primitive numeric types.
Methods
to_proto
View source
@abc.abstractmethod
to_proto() -> metrics_for_slice_pb2.MetricValue
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Last updated 2024-04-26 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]
View source on GitHub