Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SampledShapleyAttribution

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SampledShapleyAttribution

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

An attribution method that approximates Shapley values for features that contribute to the label being predicted. A sampling strategy is used to approximate the value rather than considering all subsets of features.

Instance Attribute Summary

• #path_count ⇒ Fixnum

  Required.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SampledShapleyAttribution constructor

  A new instance of GoogleCloudAiplatformV1beta1SampledShapleyAttribution.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SampledShapleyAttribution

Returns a new instance of GoogleCloudAiplatformV1beta1SampledShapleyAttribution.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 51774

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

Instance Attribute Details

#path_count ⇒ Fixnum

Required. The number of feature permutations to consider when approximating the Shapley values. Valid range of its value is [1, 50], inclusively. Corresponds to the JSON property pathCount

Returns:

• (Fixnum)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 51772

def path_count
  @path_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 51779

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