Class: Google::Cloud::DataLabeling::V1beta1::ClassificationMetrics

Inherits:

Object

• Object
• Google::Cloud::DataLabeling::V1beta1::ClassificationMetrics

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/datalabeling/v1beta1/evaluation.rb

Overview

Metrics calculated for a classification model.

Instance Attribute Summary

• #confusion_matrix ⇒ ::Google::Cloud::DataLabeling::V1beta1::ConfusionMatrix

  Confusion matrix of predicted labels vs.

• #pr_curve ⇒ ::Google::Cloud::DataLabeling::V1beta1::PrCurve

  Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.

Instance Attribute Details

#confusion_matrix ⇒ ::Google::Cloud::DataLabeling::V1beta1::ConfusionMatrix

Returns Confusion matrix of predicted labels vs. ground truth labels.

Returns:

• (::Google::Cloud::DataLabeling::V1beta1::ConfusionMatrix) —

  Confusion matrix of predicted labels vs. ground truth labels.

# File 'proto_docs/google/cloud/datalabeling/v1beta1/evaluation.rb', line 106

class ClassificationMetrics
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#pr_curve ⇒ ::Google::Cloud::DataLabeling::V1beta1::PrCurve

Returns Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.

Returns:

• (::Google::Cloud::DataLabeling::V1beta1::PrCurve) —

  Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.

# File 'proto_docs/google/cloud/datalabeling/v1beta1/evaluation.rb', line 106

class ClassificationMetrics
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end