GoogleCloudAiplatformV1Attribution class

Attribution that explains a particular prediction output.

Constructors

GoogleCloudAiplatformV1Attribution({double? approximationError, double? baselineOutputValue, Object? featureAttributions, double? instanceOutputValue, String? outputDisplayName, List<int>? outputIndex, String? outputName})

GoogleCloudAiplatformV1Attribution.fromJson(Map json_)

Properties

approximationError ↔ double?

Error of feature_attributions caused by approximation used in the explanation method.

getter/setter pair

baselineOutputValue ↔ double?

Model predicted output if the input instance is constructed from the baselines of all the features defined in ExplanationMetadata.inputs.

getter/setter pair

featureAttributions ↔ Object?

Attributions of each explained feature.

getter/setter pair

hashCode → int

The hash code for this object.

no setter, inherited

instanceOutputValue ↔ double?

Model predicted output on the corresponding explanation instance.

getter/setter pair

outputDisplayName ↔ String?

The display name of the output identified by output_index.

getter/setter pair

outputIndex ↔ List<int>?

The index that locates the explained prediction output.

getter/setter pair

outputName ↔ String?

Name of the explain output.

getter/setter pair

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

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