Class: Google::Cloud::AIPlatform::V1::ModelEvaluationSlice

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

Overview

A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.

Defined Under Namespace

Classes: Slice

Instance Attribute Summary collapse

Instance Attribute Details

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

Returns Output only. Timestamp when this ModelEvaluationSlice was created.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/model_evaluation_slice.rb', line 45

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

  # Definition of a slice.
  # @!attribute [r] dimension
  #   @return [::String]
  #     Output only. The dimension of the slice.
  #     Well-known dimensions are:
  #       * `annotationSpec`: This slice is on the test data that has either
  #         ground truth or prediction with {::Google::Cloud::AIPlatform::V1::AnnotationSpec#display_name AnnotationSpec.display_name}
  #         equals to {::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice::Slice#value value}.
  # @!attribute [r] value
  #   @return [::String]
  #     Output only. The value of the dimension in this slice.
  class Slice
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#metrics ⇒ ::Google::Protobuf::Value (readonly)

Returns Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/model_evaluation_slice.rb', line 45

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

  # Definition of a slice.
  # @!attribute [r] dimension
  #   @return [::String]
  #     Output only. The dimension of the slice.
  #     Well-known dimensions are:
  #       * `annotationSpec`: This slice is on the test data that has either
  #         ground truth or prediction with {::Google::Cloud::AIPlatform::V1::AnnotationSpec#display_name AnnotationSpec.display_name}
  #         equals to {::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice::Slice#value value}.
  # @!attribute [r] value
  #   @return [::String]
  #     Output only. The value of the dimension in this slice.
  class Slice
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#metrics_schema_uri ⇒ ::String (readonly)

Returns Output only. Points to a YAML file stored on Google Cloud Storage describing the metrics of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object.

Returns:

  • (::String) —

    Output only. Points to a YAML file stored on Google Cloud Storage describing the metrics of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object.



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# File 'proto_docs/google/cloud/aiplatform/v1/model_evaluation_slice.rb', line 45

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

  # Definition of a slice.
  # @!attribute [r] dimension
  #   @return [::String]
  #     Output only. The dimension of the slice.
  #     Well-known dimensions are:
  #       * `annotationSpec`: This slice is on the test data that has either
  #         ground truth or prediction with {::Google::Cloud::AIPlatform::V1::AnnotationSpec#display_name AnnotationSpec.display_name}
  #         equals to {::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice::Slice#value value}.
  # @!attribute [r] value
  #   @return [::String]
  #     Output only. The value of the dimension in this slice.
  class Slice
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#name ⇒ ::String (readonly)

Returns Output only. The resource name of the ModelEvaluationSlice.

Returns:

  • (::String) —

    Output only. The resource name of the ModelEvaluationSlice.



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# File 'proto_docs/google/cloud/aiplatform/v1/model_evaluation_slice.rb', line 45

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

  # Definition of a slice.
  # @!attribute [r] dimension
  #   @return [::String]
  #     Output only. The dimension of the slice.
  #     Well-known dimensions are:
  #       * `annotationSpec`: This slice is on the test data that has either
  #         ground truth or prediction with {::Google::Cloud::AIPlatform::V1::AnnotationSpec#display_name AnnotationSpec.display_name}
  #         equals to {::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice::Slice#value value}.
  # @!attribute [r] value
  #   @return [::String]
  #     Output only. The value of the dimension in this slice.
  class Slice
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#slice ⇒ ::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice::Slice (readonly)

Returns Output only. The slice of the test data that is used to evaluate the Model.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/model_evaluation_slice.rb', line 45

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

  # Definition of a slice.
  # @!attribute [r] dimension
  #   @return [::String]
  #     Output only. The dimension of the slice.
  #     Well-known dimensions are:
  #       * `annotationSpec`: This slice is on the test data that has either
  #         ground truth or prediction with {::Google::Cloud::AIPlatform::V1::AnnotationSpec#display_name AnnotationSpec.display_name}
  #         equals to {::Google::Cloud::AIPlatform::V1::ModelEvaluationSlice::Slice#value value}.
  # @!attribute [r] value
  #   @return [::String]
  #     Output only. The value of the dimension in this slice.
  class Slice
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end