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tfma.metrics.PlotKey

A PlotKey is a metric key that uniquely identifies a plot.

Inherits From: MetricKey

tfma.metrics.PlotKey(
    name: Text,
    model_name: Text = '',
    output_name: Text = '',
    sub_key: Optional[tfma.metrics.SubKey] = None,
    aggregation_type: Optional[AggregationType] = None,
    is_diff: Optional[bool] = False
)

name

model_name

output_name

sub_key

aggregation_type

is_diff

Methods

from_proto

View source

@staticmethod
from_proto(
    pb: metrics_for_slice_pb2.PlotKey
) -> "PlotKey"

Configures class from proto.

make_baseline_key

View source

make_baseline_key(
    model_name: Text
) -> "MetricKey"

make_diff_key

View source

make_diff_key() -> "MetricKey"

to_proto

View source

to_proto() -> metrics_for_slice_pb2.PlotKey

Converts key to proto.