GoogleCloudAiplatformV1ExplanationParameters class - v1 library

Constructors

GoogleCloudAiplatformV1ExplanationParameters({GoogleCloudAiplatformV1Examples? examples, GoogleCloudAiplatformV1IntegratedGradientsAttribution? integratedGradientsAttribution, List<Object?>? outputIndices, GoogleCloudAiplatformV1SampledShapleyAttribution? sampledShapleyAttribution, int? topK, GoogleCloudAiplatformV1XraiAttribution? xraiAttribution})
GoogleCloudAiplatformV1ExplanationParameters.fromJson(Map json_)

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

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