Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictParamsImageClassificationPredictionParams

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaPredictParamsImageClassificationPredictionParams

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

Prediction model parameters for Image Classification.

Instance Attribute Summary

• #confidence_threshold ⇒ Float

  The Model only returns predictions with at least this confidence score.

• #max_predictions ⇒ Fixnum

  The Model only returns up to that many top, by confidence score, predictions per instance.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaPredictParamsImageClassificationPredictionParams constructor

  A new instance of GoogleCloudAiplatformV1SchemaPredictParamsImageClassificationPredictionParams.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaPredictParamsImageClassificationPredictionParams

Returns a new instance of GoogleCloudAiplatformV1SchemaPredictParamsImageClassificationPredictionParams.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 21447

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#confidence_threshold ⇒ Float

The Model only returns predictions with at least this confidence score. Default value is 0.0 Corresponds to the JSON property confidenceThreshold

Returns:

• (Float)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 21438

def confidence_threshold
  @confidence_threshold
end

#max_predictions ⇒ Fixnum

The Model only returns up to that many top, by confidence score, predictions per instance. If this number is very high, the Model may return fewer predictions. Default value is 10. Corresponds to the JSON property maxPredictions

Returns:

• (Fixnum)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 21445

def max_predictions
  @max_predictions
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 21452

def update!(**args)
  @confidence_threshold = args[:confidence_threshold] if args.key?(:confidence_threshold)
  @max_predictions = args[:max_predictions] if args.key?(:max_predictions)
end