sampledShapleyAttribution property

GoogleCloudAiplatformV1SampledShapleyAttribution? sampledShapleyAttribution
getter/setter pair

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. Refer to this paper for model details: https://arxiv.org/abs/1306.4265.

Implementation

GoogleCloudAiplatformV1SampledShapleyAttribution? sampledShapleyAttribution;