Class Result (1.33.0)

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

The inference result which includes an objective metric to optimize and the confidence interval.

Attributes
Name	Description
version_metrics	MutableSequence[google.cloud.dialogflowcx_v3beta1.types.Experiment.Result.VersionMetrics] Version variants and metrics.
last_update_time	google.protobuf.timestamp_pb2.Timestamp The last time the experiment's stats data was updated. Will have default value if stats have never been computed for this experiment.

Classes

ConfidenceInterval

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

A confidence interval is a range of possible values for the experiment objective you are trying to measure.

CountType

CountType(value)

types of count-based metric for Dialogflow experiment.

Values: COUNT_TYPE_UNSPECIFIED (0): Count type unspecified. TOTAL_NO_MATCH_COUNT (1): Total number of occurrences of a 'NO_MATCH'. TOTAL_TURN_COUNT (2): Total number of turn counts. AVERAGE_TURN_COUNT (3): Average turn count in a session.

Metric

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

Metric and corresponding confidence intervals.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

MetricType

MetricType(value)

Types of ratio-based metric for Dialogflow experiment.

Values: METRIC_UNSPECIFIED (0): Metric unspecified. CONTAINED_SESSION_NO_CALLBACK_RATE (1): Percentage of contained sessions without user calling back in 24 hours. LIVE_AGENT_HANDOFF_RATE (2): Percentage of sessions that were handed to a human agent. CALLBACK_SESSION_RATE (3): Percentage of sessions with the same user calling back. ABANDONED_SESSION_RATE (4): Percentage of sessions where user hung up. SESSION_END_RATE (5): Percentage of sessions reached Dialogflow 'END_PAGE' or 'END_SESSION'.

VersionMetrics

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

Version variant and associated metrics.