Class PredictResponse

Response message for PredictionService.Predict.

Attributes
NameDescription
Sequence[google.cloud.automl_v1beta1.types.AnnotationPayload]payload
Prediction result. Translation and Text Sentiment will return precisely one payload.
google.cloud.automl_v1beta1.types.ExamplePayloadpreprocessed_input
The preprocessed example that AutoML actually makes prediction on. Empty if AutoML does not preprocess the input example. - For Text Extraction: If the input is a .pdf file, the OCR'ed text will be provided in document_text.
Sequence[google.cloud.automl_v1beta1.types.PredictResponse.MetadataEntry]metadata
Additional domain-specific prediction response metadata. - For Image Object Detection: ``max_bounding_box_count`` - (int64) At most that many bounding boxes per image could have been returned. - For Text Sentiment: ``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 will be also positive (though the least). The sentiment_score shouldn't be confused with "score" or "magnitude" from the previous Natural Language Sentiment Analysis API.

Inheritance

builtins.object > proto.message.Message > PredictResponse

Classes

MetadataEntry

MetadataEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

API documentation for automl_v1beta1.types.PredictResponse.MetadataEntry class.