Class: Google::Cloud::AutoML::V1beta1::PredictRequest
- Inherits:
-
Object
- Object
- Google::Cloud::AutoML::V1beta1::PredictRequest
- 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
-
#name ⇒ String
Name of the model requested to serve the prediction.
-
#params ⇒ Hash{String => String}
Additional domain-specific parameters, any string must be up to 25000 characters long.
-
#payload ⇒ Google::Cloud::AutoML::V1beta1::ExamplePayload
Required.
Instance Attribute Details
#name ⇒ String
Returns 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 55 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 Image 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) No more than this number of bounding boxes will be returned in the response. Default is 100, the requested value may be limited by server. - 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 55 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.
55 |
# File 'lib/google/cloud/automl/v1beta1/doc/google/cloud/automl/v1beta1/prediction_service.rb', line 55 class PredictRequest; end |