Class: Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/contactcenterinsights/v1/contact_center_insights.rb

Overview

Metadata for TuneQaScorecardRevision endpoint.

Defined Under Namespace

Classes: QaQuestionDatasetTuningMetrics, QaQuestionDatasetValidationResult

Instance Attribute Summary collapse

Instance Attribute Details

#create_time ⇒ ::Google::Protobuf::Timestamp (readonly)

Returns Output only. The time the operation was created.

Returns:



1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
 
# File 'proto_docs/google/cloud/contactcenterinsights/v1/contact_center_insights.rb', line 1917

class TuneQaScorecardRevisionMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Contains validation results for a question in the tuning request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [rw] dataset_validation_warnings
  #   @return [::Array<::Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning>]
  #     A list of any applicable data validation warnings about the question's
  #     feedback labels.
  # @!attribute [rw] valid_feedback_labels_count
  #   @return [::Integer]
  #     The number of valid feedback labels in the question's dataset.
  class QaQuestionDatasetValidationResult
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Contains performance metrics for each QaQuestion in the
  # TuneScorecardRevision request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [r] metrics
  #   @return [::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata::QaQuestionDatasetTuningMetrics::Metrics]
  #     Output only. The metrics for the question's dataset.
  class QaQuestionDatasetTuningMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Performance metrics for the question's dataset calculated over the tuned
    # model.
    # @!attribute [rw] accuracy
    #   @return [::Float]
    #     Accuracy of the question's dataset.
    class Metrics
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#end_time ⇒ ::Google::Protobuf::Timestamp (readonly)

Returns Output only. The time the operation finished running.

Returns:



1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
 
# File 'proto_docs/google/cloud/contactcenterinsights/v1/contact_center_insights.rb', line 1917

class TuneQaScorecardRevisionMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Contains validation results for a question in the tuning request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [rw] dataset_validation_warnings
  #   @return [::Array<::Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning>]
  #     A list of any applicable data validation warnings about the question's
  #     feedback labels.
  # @!attribute [rw] valid_feedback_labels_count
  #   @return [::Integer]
  #     The number of valid feedback labels in the question's dataset.
  class QaQuestionDatasetValidationResult
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Contains performance metrics for each QaQuestion in the
  # TuneScorecardRevision request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [r] metrics
  #   @return [::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata::QaQuestionDatasetTuningMetrics::Metrics]
  #     Output only. The metrics for the question's dataset.
  class QaQuestionDatasetTuningMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Performance metrics for the question's dataset calculated over the tuned
    # model.
    # @!attribute [rw] accuracy
    #   @return [::Float]
    #     Accuracy of the question's dataset.
    class Metrics
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#qa_question_dataset_tuning_metrics ⇒ ::Array<::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata::QaQuestionDatasetTuningMetrics> (readonly)

Returns Output only. The metrics for each QaQuestion in the TuneScorecardRevision request.

Returns:



1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
 
# File 'proto_docs/google/cloud/contactcenterinsights/v1/contact_center_insights.rb', line 1917

class TuneQaScorecardRevisionMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Contains validation results for a question in the tuning request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [rw] dataset_validation_warnings
  #   @return [::Array<::Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning>]
  #     A list of any applicable data validation warnings about the question's
  #     feedback labels.
  # @!attribute [rw] valid_feedback_labels_count
  #   @return [::Integer]
  #     The number of valid feedback labels in the question's dataset.
  class QaQuestionDatasetValidationResult
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Contains performance metrics for each QaQuestion in the
  # TuneScorecardRevision request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [r] metrics
  #   @return [::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata::QaQuestionDatasetTuningMetrics::Metrics]
  #     Output only. The metrics for the question's dataset.
  class QaQuestionDatasetTuningMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Performance metrics for the question's dataset calculated over the tuned
    # model.
    # @!attribute [rw] accuracy
    #   @return [::Float]
    #     Accuracy of the question's dataset.
    class Metrics
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#qa_question_dataset_validation_results ⇒ ::Array<::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata::QaQuestionDatasetValidationResult> (readonly)

Returns Output only. The results of data validation per question in the request.

Returns:



1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
 
# File 'proto_docs/google/cloud/contactcenterinsights/v1/contact_center_insights.rb', line 1917

class TuneQaScorecardRevisionMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Contains validation results for a question in the tuning request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [rw] dataset_validation_warnings
  #   @return [::Array<::Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning>]
  #     A list of any applicable data validation warnings about the question's
  #     feedback labels.
  # @!attribute [rw] valid_feedback_labels_count
  #   @return [::Integer]
  #     The number of valid feedback labels in the question's dataset.
  class QaQuestionDatasetValidationResult
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Contains performance metrics for each QaQuestion in the
  # TuneScorecardRevision request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [r] metrics
  #   @return [::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata::QaQuestionDatasetTuningMetrics::Metrics]
  #     Output only. The metrics for the question's dataset.
  class QaQuestionDatasetTuningMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Performance metrics for the question's dataset calculated over the tuned
    # model.
    # @!attribute [rw] accuracy
    #   @return [::Float]
    #     Accuracy of the question's dataset.
    class Metrics
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#request ⇒ ::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionRequest (readonly)

Returns Output only. The original request.

Returns:



1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
 
# File 'proto_docs/google/cloud/contactcenterinsights/v1/contact_center_insights.rb', line 1917

class TuneQaScorecardRevisionMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Contains validation results for a question in the tuning request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [rw] dataset_validation_warnings
  #   @return [::Array<::Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning>]
  #     A list of any applicable data validation warnings about the question's
  #     feedback labels.
  # @!attribute [rw] valid_feedback_labels_count
  #   @return [::Integer]
  #     The number of valid feedback labels in the question's dataset.
  class QaQuestionDatasetValidationResult
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Contains performance metrics for each QaQuestion in the
  # TuneScorecardRevision request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [r] metrics
  #   @return [::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata::QaQuestionDatasetTuningMetrics::Metrics]
  #     Output only. The metrics for the question's dataset.
  class QaQuestionDatasetTuningMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Performance metrics for the question's dataset calculated over the tuned
    # model.
    # @!attribute [rw] accuracy
    #   @return [::Float]
    #     Accuracy of the question's dataset.
    class Metrics
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#tuning_completion_ratio ⇒ ::Float (readonly)

Returns Output only. The percentage of the tuning job that has completed. Always between 0 and 1 where 0 indicates the job has not started i.e. 0% and 1 indicates the job has completed i.e. 100%.

Returns:

  • (::Float) —

    Output only. The percentage of the tuning job that has completed. Always between 0 and 1 where 0 indicates the job has not started i.e. 0% and 1 indicates the job has completed i.e. 100%.



1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
 
# File 'proto_docs/google/cloud/contactcenterinsights/v1/contact_center_insights.rb', line 1917

class TuneQaScorecardRevisionMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Contains validation results for a question in the tuning request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [rw] dataset_validation_warnings
  #   @return [::Array<::Google::Cloud::ContactCenterInsights::V1::DatasetValidationWarning>]
  #     A list of any applicable data validation warnings about the question's
  #     feedback labels.
  # @!attribute [rw] valid_feedback_labels_count
  #   @return [::Integer]
  #     The number of valid feedback labels in the question's dataset.
  class QaQuestionDatasetValidationResult
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Contains performance metrics for each QaQuestion in the
  # TuneScorecardRevision request.
  # @!attribute [r] question
  #   @return [::String]
  #     Output only. The resource path of the question whose dataset was
  #     evaluated for tuning.
  # @!attribute [r] metrics
  #   @return [::Google::Cloud::ContactCenterInsights::V1::TuneQaScorecardRevisionMetadata::QaQuestionDatasetTuningMetrics::Metrics]
  #     Output only. The metrics for the question's dataset.
  class QaQuestionDatasetTuningMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Performance metrics for the question's dataset calculated over the tuned
    # model.
    # @!attribute [rw] accuracy
    #   @return [::Float]
    #     Accuracy of the question's dataset.
    class Metrics
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end