Class: Google::Cloud::AutoML::V1::PredictResponse

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

Overview

Response message for PredictionService.Predict.

Defined Under Namespace

Classes: MetadataEntry

Instance Attribute Summary collapse

Instance Attribute Details

#metadata ⇒ ::Google::Protobuf::Map{::String => ::String}

Returns Additional domain-specific prediction response metadata.

AutoML Vision Object Detection

max_bounding_box_count : (int64) The maximum number of bounding boxes to return per image.

AutoML Natural Language Sentiment Analysis

sentiment_score : (float, deprecated) A value between -1 and 1, -1 maps to least positive sentiment, while 1 maps to the most positive one and the higher the score, the more positive the sentiment in the document is. Yet these values are relative to the training data, so e.g. if all data was positive then -1 is also positive (though the least). sentiment_score is not the same as "score" and "magnitude" from Sentiment Analysis in the Natural Language API.

Returns:

  • (::Google::Protobuf::Map{::String => ::String}) —

    Additional domain-specific prediction response metadata.

    AutoML Vision Object Detection

    max_bounding_box_count : (int64) The maximum number of bounding boxes to return per image.

    AutoML Natural Language Sentiment Analysis

    sentiment_score : (float, deprecated) A value between -1 and 1, -1 maps to least positive sentiment, while 1 maps to the most positive one and the higher the score, the more positive the sentiment in the document is. Yet these values are relative to the training data, so e.g. if all data was positive then -1 is also positive (though the least). sentiment_score is not the same as "score" and "magnitude" from Sentiment Analysis in the Natural Language API.



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# File 'proto_docs/google/cloud/automl/v1/prediction_service.rb', line 114

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

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class MetadataEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#payload ⇒ ::Array<::Google::Cloud::AutoML::V1::AnnotationPayload>

Prediction result. AutoML Translation and AutoML Natural Language Sentiment Analysis return precisely one payload.

Returns:



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# File 'proto_docs/google/cloud/automl/v1/prediction_service.rb', line 114

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

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class MetadataEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#preprocessed_input ⇒ ::Google::Cloud::AutoML::V1::ExamplePayload

The preprocessed example that AutoML actually makes prediction on. Empty if AutoML does not preprocess the input example.

For AutoML Natural Language (Classification, Entity Extraction, and Sentiment Analysis), if the input is a document, the recognized text is returned in the document_text property.

Returns:

  • (::Google::Cloud::AutoML::V1::ExamplePayload) —

    The preprocessed example that AutoML actually makes prediction on. Empty if AutoML does not preprocess the input example.

    For AutoML Natural Language (Classification, Entity Extraction, and Sentiment Analysis), if the input is a document, the recognized text is returned in the document_text property.



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# File 'proto_docs/google/cloud/automl/v1/prediction_service.rb', line 114

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

  # @!attribute [rw] key
  #   @return [::String]
  # @!attribute [rw] value
  #   @return [::String]
  class MetadataEntry
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end