Class: Google::Cloud::AIPlatform::V1::SampledShapleyAttribution

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/explanation.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 collapse

Instance Attribute Details

#path_count ⇒ ::Integer

Returns Required. The number of feature permutations to consider when approximating the Shapley values.

Valid range of its value is [1, 50], inclusively.

Returns:

  • (::Integer) —

    Required. The number of feature permutations to consider when approximating the Shapley values.

    Valid range of its value is [1, 50], inclusively.



294
295
296
297
 
# File 'proto_docs/google/cloud/aiplatform/v1/explanation.rb', line 294

class SampledShapleyAttribution
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end