Class: Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics

Inherits:

Object

• Object
• Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/discoveryengine/v1beta/evaluation.rb

Overview

Describes the metrics produced by the evaluation.

Defined Under Namespace

Classes: TopkMetrics

Instance Attribute Summary

• #doc_ndcg ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

  Normalized discounted cumulative gain (NDCG) per document, at various top-k cutoff levels.

• #doc_precision ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

  Precision per document, at various top-k cutoff levels.

• #doc_recall ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

  Recall per document, at various top-k cutoff levels.

• #page_ndcg ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

  Normalized discounted cumulative gain (NDCG) per page, at various top-k cutoff levels.

• #page_recall ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

  Recall per page, at various top-k cutoff levels.

Instance Attribute Details

#doc_ndcg ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

# File 'proto_docs/google/cloud/discoveryengine/v1beta/evaluation.rb', line 198

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

  # Stores the metric values at specific top-k levels.
  # @!attribute [rw] top_1
  #   @return [::Float]
  #     The top-1 value.
  # @!attribute [rw] top_3
  #   @return [::Float]
  #     The top-3 value.
  # @!attribute [rw] top_5
  #   @return [::Float]
  #     The top-5 value.
  # @!attribute [rw] top_10
  #   @return [::Float]
  #     The top-10 value.
  class TopkMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#doc_precision ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

# File 'proto_docs/google/cloud/discoveryengine/v1beta/evaluation.rb', line 198

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

  # Stores the metric values at specific top-k levels.
  # @!attribute [rw] top_1
  #   @return [::Float]
  #     The top-1 value.
  # @!attribute [rw] top_3
  #   @return [::Float]
  #     The top-3 value.
  # @!attribute [rw] top_5
  #   @return [::Float]
  #     The top-5 value.
  # @!attribute [rw] top_10
  #   @return [::Float]
  #     The top-10 value.
  class TopkMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#doc_recall ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

# File 'proto_docs/google/cloud/discoveryengine/v1beta/evaluation.rb', line 198

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

  # Stores the metric values at specific top-k levels.
  # @!attribute [rw] top_1
  #   @return [::Float]
  #     The top-1 value.
  # @!attribute [rw] top_3
  #   @return [::Float]
  #     The top-3 value.
  # @!attribute [rw] top_5
  #   @return [::Float]
  #     The top-5 value.
  # @!attribute [rw] top_10
  #   @return [::Float]
  #     The top-10 value.
  class TopkMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#page_ndcg ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

# File 'proto_docs/google/cloud/discoveryengine/v1beta/evaluation.rb', line 198

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

  # Stores the metric values at specific top-k levels.
  # @!attribute [rw] top_1
  #   @return [::Float]
  #     The top-1 value.
  # @!attribute [rw] top_3
  #   @return [::Float]
  #     The top-3 value.
  # @!attribute [rw] top_5
  #   @return [::Float]
  #     The top-5 value.
  # @!attribute [rw] top_10
  #   @return [::Float]
  #     The top-10 value.
  class TopkMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#page_recall ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::QualityMetrics::TopkMetrics

# File 'proto_docs/google/cloud/discoveryengine/v1beta/evaluation.rb', line 198

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

  # Stores the metric values at specific top-k levels.
  # @!attribute [rw] top_1
  #   @return [::Float]
  #     The top-1 value.
  # @!attribute [rw] top_3
  #   @return [::Float]
  #     The top-3 value.
  # @!attribute [rw] top_5
  #   @return [::Float]
  #     The top-5 value.
  # @!attribute [rw] top_10
  #   @return [::Float]
  #     The top-10 value.
  class TopkMetrics
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end