GoogleCloudAiplatformV1ExplanationParameters class

Parameters to configure explaining for Model's predictions.

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