Class: Google::Cloud::AutoML::V1beta1::PredictRequest

Inherits:
Object
  • Object
show all
Defined in:
lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/prediction_service.rb

Overview

Request message for PredictionService::Predict.

Instance Attribute Summary collapse

Instance Attribute Details

#name ⇒ String

Returns Name of the model requested to serve the prediction.

Returns:

  • (String) —

    Name of the model requested to serve the prediction.



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# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/prediction_service.rb', line 47

class PredictRequest; end

#params ⇒ Hash{String => String}

Returns Additional domain-specific parameters, any string must be up to 25000 characters long.

  • For Image 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.

  • For Tables: feature_importance - (boolean) Whether

[feature_importance][[google.cloud.automl.v1beta1.TablesModelColumnInfo.feature_importance] should be populated in the returned

[TablesAnnotation(-s)][[google.cloud.automl.v1beta1.TablesAnnotation]. The default is false.

Returns:

  • (Hash{String => String}) —

    Additional domain-specific parameters, any string must be up to 25000 characters long.

    • For Image 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.

    • For Tables: feature_importance - (boolean) Whether

    [feature_importance][[google.cloud.automl.v1beta1.TablesModelColumnInfo.feature_importance] should be populated in the returned

    [TablesAnnotation(-s)][[google.cloud.automl.v1beta1.TablesAnnotation]. The default is false.



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# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/prediction_service.rb', line 47

class PredictRequest; end

#payload ⇒ Google::Cloud::AutoML::V1beta1::ExamplePayload

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

Returns:



47
 
# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/prediction_service.rb', line 47

class PredictRequest; end