Class: Google::Cloud::DataLabeling::V1beta1::ConfusionMatrix

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/datalabeling/v1beta1/evaluation.rb

Overview

Confusion matrix of the model running the classification. Only applicable when the metrics entry aggregates multiple labels. Not applicable when the entry is for a single label.

Defined Under Namespace

Classes: ConfusionMatrixEntry, Row

Instance Attribute Summary collapse

Instance Attribute Details

#row ⇒ ::Array<::Google::Cloud::DataLabeling::V1beta1::ConfusionMatrix::Row>

Returns:



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# File 'proto_docs/google/cloud/datalabeling/v1beta1/evaluation.rb', line 192

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

  # @!attribute [rw] annotation_spec
  #   @return [::Google::Cloud::DataLabeling::V1beta1::AnnotationSpec]
  #     The annotation spec of a predicted label.
  # @!attribute [rw] item_count
  #   @return [::Integer]
  #     Number of items predicted to have this label. (The ground truth label for
  #     these items is the `Row.annotationSpec` of this entry's parent.)
  class ConfusionMatrixEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # A row in the confusion matrix. Each entry in this row has the same
  # ground truth label.
  # @!attribute [rw] annotation_spec
  #   @return [::Google::Cloud::DataLabeling::V1beta1::AnnotationSpec]
  #     The annotation spec of the ground truth label for this row.
  # @!attribute [rw] entries
  #   @return [::Array<::Google::Cloud::DataLabeling::V1beta1::ConfusionMatrix::ConfusionMatrixEntry>]
  #     A list of the confusion matrix entries. One entry for each possible
  #     predicted label.
  class Row
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end