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Class SampledShapleyAttribution (0.4.0)
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Version 0.4.0 keyboard_arrow_down
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
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Last updated 2023-09-25 UTC.
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