Google AutoML v1 API - Class PredictResponse (3.1.0) 

public sealed class PredictResponse : IMessage<PredictResponse>, IEquatable<PredictResponse>, IDeepCloneable<PredictResponse>, IBufferMessage, IMessage

Reference documentation and code samples for the Google AutoML v1 API class PredictResponse.

Response message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].

Inheritance

Object > PredictResponse

Namespace

Google.Cloud.AutoML.V1

Assembly

Google.Cloud.AutoML.V1.dll

Constructors

PredictResponse()

public PredictResponse()

PredictResponse(PredictResponse)

public PredictResponse(PredictResponse other)
Parameter
NameDescription
otherPredictResponse

Properties

Metadata

public MapField<string, string> Metadata { get; }

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.

Property Value
TypeDescription
MapField<String, String>

Payload

public RepeatedField<AnnotationPayload> Payload { get; }

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

Property Value
TypeDescription
RepeatedField<AnnotationPayload>

PreprocessedInput

public ExamplePayload PreprocessedInput { get; set; }

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][google.cloud.automl.v1.Document.document_text] property.

Property Value
TypeDescription
ExamplePayload