GoogleCloudAiplatformV1ExplanationParameters class
Parameters to configure explaining for Model's predictions.
Constructors
-
GoogleCloudAiplatformV1ExplanationParameters({GoogleCloudAiplatformV1Examples? examples, GoogleCloudAiplatformV1IntegratedGradientsAttribution? integratedGradientsAttribution, List<
Object?> ? outputIndices, GoogleCloudAiplatformV1SampledShapleyAttribution? sampledShapleyAttribution, int? topK, GoogleCloudAiplatformV1XraiAttribution? xraiAttribution}) - GoogleCloudAiplatformV1ExplanationParameters.fromJson(Map json_)
Properties
- examples ↔ GoogleCloudAiplatformV1Examples?
-
Example-based explanations that returns the nearest neighbors from the
provided dataset.
getter/setter pair
- hashCode → int
-
The hash code for this object.
no setterinherited
- integratedGradientsAttribution ↔ GoogleCloudAiplatformV1IntegratedGradientsAttribution?
-
An attribution method that computes Aumann-Shapley values taking advantage
of the model's fully differentiable structure.
getter/setter pair
-
outputIndices
↔ List<
Object?> ? -
If populated, only returns attributions that have output_index contained
in output_indices.
getter/setter pair
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- sampledShapleyAttribution ↔ GoogleCloudAiplatformV1SampledShapleyAttribution?
-
An attribution method that approximates Shapley values for features that
contribute to the label being predicted.
getter/setter pair
- topK ↔ int?
-
If populated, returns attributions for top K indices of outputs (defaults
to 1).
getter/setter pair
- xraiAttribution ↔ GoogleCloudAiplatformV1XraiAttribution?
-
An attribution method that redistributes Integrated Gradients attribution
to segmented regions, taking advantage of the model's fully differentiable
structure.
getter/setter pair
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Map< String, dynamic> -
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited