Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::SampledShapleyAttribution (v0.17.0)

Version 0.17.0

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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::SampledShapleyAttribution.

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.

Inherits

• Object

Extended By

• Google::Protobuf::MessageExts::ClassMethods

Includes

• Google::Protobuf::MessageExts

Methods

#path_count

def path_count() -> ::Integer

Returns

• (::Integer) — Required. The number of feature permutations to consider when approximating the Shapley values.

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

#path_count=

def path_count=(value) -> ::Integer

Parameter

• value (::Integer) — 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.