Class: Google::Cloud::AutoML::V1::PredictRequest

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

Request message for PredictionService.Predict.

Defined Under Namespace

Classes: ParamsEntry

Instance Attribute Summary collapse

Instance Attribute Details

#name ⇒ ::String

Returns Required. Name of the model requested to serve the prediction.

Returns:

  • (::String) —

    Required. Name of the model requested to serve the prediction.



64
65
66
67
68
69
70
71
72
73
74
75
76
 
# File 'proto_docs/google/cloud/automl/v1/prediction_service.rb', line 64

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

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

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

Returns 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.



64
65
66
67
68
69
70
71
72
73
74
75
76
 
# File 'proto_docs/google/cloud/automl/v1/prediction_service.rb', line 64

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

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

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

Returns Required. Payload to perform a prediction on. The payload must match the problem type that the model was trained to solve.

Returns:



64
65
66
67
68
69
70
71
72
73
74
75
76
 
# File 'proto_docs/google/cloud/automl/v1/prediction_service.rb', line 64

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

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