Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class 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.
Generated from protobuf message google.cloud.aiplatform.v1.SampledShapleyAttribution
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ 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. |
getPathCount
Required. The number of feature permutations to consider when approximating the Shapley values.
Valid range of its value is [1, 50], inclusively.
Generated from protobuf field int32 path_count = 1 [(.google.api.field_behavior) = REQUIRED];
| Returns | |
|---|---|
| Type | Description |
int | |
setPathCount
Required. The number of feature permutations to consider when approximating the Shapley values.
Valid range of its value is [1, 50], inclusively.
Generated from protobuf field int32 path_count = 1 [(.google.api.field_behavior) = REQUIRED];
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |