Class PredictRequest

Request message for PredictionService.Predict.

Attributes
NameDescription
strname
Required. Name of the model requested to serve the prediction.
google.cloud.automl_v1.types.ExamplePayloadpayload
Required. Payload to perform a prediction on. The payload must match the problem type that the model was trained to solve.
Sequence[google.cloud.automl_v1.types.PredictRequest.ParamsEntry]params
Additional domain-specific parameters, any string must be up to 25000 characters long. AutoML Vision Classification ``score_threshold`` : (float) A value from 0.0 to 1.0. When the model makes predictions for an image, it will only produce results that have at least this confidence score. The default is 0.5. AutoML Vision Object Detection ``score_threshold`` : (float) When Model detects objects on the image, it will only produce bounding boxes which have at least this confidence score. Value in 0 to 1 range, default is 0.5. ``max_bounding_box_count`` : (int64) The maximum number of bounding boxes returned. The default is 100. The number of returned bounding boxes might be limited by the server. AutoML Tables ``feature_importance`` : (boolean) Whether feature_importance is populated in the returned list of TablesAnnotation objects. The default is false.

Inheritance

builtins.object > proto.message.Message > PredictRequest

Classes

ParamsEntry

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

API documentation for automl_v1.types.PredictRequest.ParamsEntry class.