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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. |
