Cloud AutoML V1 API - Class Google::Cloud::AutoML::V1::PredictRequest (v1.1.0)

Reference documentation and code samples for the Cloud AutoML V1 API class Google::Cloud::AutoML::V1::PredictRequest.

Request message for PredictionService.Predict.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#name

def name() -> ::String
Returns
  • (::String) — Required. Name of the model requested to serve the prediction.

#name=

def name=(value) -> ::String
Parameter
  • value (::String) — Required. Name of the model requested to serve the prediction.
Returns
  • (::String) — Required. Name of the model requested to serve the prediction.

#params

def params() -> ::Google::Protobuf::Map{::String => ::String}
Returns
  • (::Google::Protobuf::Map{::String => ::String}) — 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][google.cloud.automl.v1.TablesModelColumnInfo.feature_importance] is populated in the returned list of [TablesAnnotation][google.cloud.automl.v1.TablesAnnotation] objects. The default is false.

#params=

def params=(value) -> ::Google::Protobuf::Map{::String => ::String}
Parameter
  • value (::Google::Protobuf::Map{::String => ::String}) — 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][google.cloud.automl.v1.TablesModelColumnInfo.feature_importance] is populated in the returned list of [TablesAnnotation][google.cloud.automl.v1.TablesAnnotation] objects. The default is false.

Returns
  • (::Google::Protobuf::Map{::String => ::String}) — 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][google.cloud.automl.v1.TablesModelColumnInfo.feature_importance] is populated in the returned list of [TablesAnnotation][google.cloud.automl.v1.TablesAnnotation] objects. The default is false.

#payload

def payload() -> ::Google::Cloud::AutoML::V1::ExamplePayload
Returns

#payload=

def payload=(value) -> ::Google::Cloud::AutoML::V1::ExamplePayload
Parameter
Returns