Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureSelectionConfigFeatureConfig

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1FeatureSelectionConfigFeatureConfig

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Feature configuration.

Instance Attribute Summary

• #drift_threshold ⇒ Float

  Optional.

• #feature_id ⇒ String

  Required.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeatureSelectionConfigFeatureConfig constructor

  A new instance of GoogleCloudAiplatformV1beta1FeatureSelectionConfigFeatureConfig.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1FeatureSelectionConfigFeatureConfig

Returns a new instance of GoogleCloudAiplatformV1beta1FeatureSelectionConfigFeatureConfig.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20720

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

Instance Attribute Details

#drift_threshold ⇒ Float

Optional. Drift threshold. If calculated difference with baseline data larger than threshold, it will be considered as the feature has drift. If not present, the threshold will be default to 0.3. Must be in range [0, 1). Corresponds to the JSON property driftThreshold

Returns:

• (Float)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20712

def drift_threshold
  @drift_threshold
end

#feature_id ⇒ String

Required. The ID of the feature resource. Final component of the Feature's resource name. Corresponds to the JSON property featureId

Returns:

• (String)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20718

def feature_id
  @feature_id
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20725

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