Class SampledShapleyAttribution (0.4.0)

Version 0.4.0

• 1.33.1 (latest)
• 1.33.0
• 1.32.0

SampledShapleyAttribution(mapping=None, *, ignore_unknown_fields=False, **kwargs)

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.

Attribute

Name	Description
path_count	int Required. The number of feature permutations to consider when approximating the Shapley values. Valid range of its value is [1, 50], inclusively.

Inheritance

builtins.object > proto.message.Message > SampledShapleyAttribution