Attribution class final

Attribution that explains a particular prediction output.

Inheritance
  • Object
  • ProtoMessage
  • Attribution

Constructors

Attribution({double baselineOutputValue = 0, double instanceOutputValue = 0, Value? featureAttributions, List<int> outputIndex = const [], String outputDisplayName = '', double approximationError = 0, String outputName = ''})
Attribution.fromJson(Object? j)
factory

Properties

approximationError → double
Output only. Error of feature_attributions caused by approximation used in the explanation method. Lower value means more precise attributions.
final
baselineOutputValue → double
Output only. Model predicted output if the input instance is constructed from the baselines of all the features defined in ExplanationMetadata.inputs. The field name of the output is determined by the key in ExplanationMetadata.outputs.
final
featureAttributions → Value?
Output only. Attributions of each explained feature. Features are extracted from the google.cloud.aiplatform.v1beta1.ExplainRequest.instances according to google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs.
final
hashCode → int
The hash code for this object.
no setterinherited
instanceOutputValue → double
Output only. Model predicted output on the corresponding ExplainRequest.instances. The field name of the output is determined by the key in ExplanationMetadata.outputs.
final
outputDisplayName → String
Output only. The display name of the output identified by output_index. For example, the predicted class name by a multi-classification Model.
final
outputIndex → List<int>
Output only. The index that locates the explained prediction output.
final
outputName → String
Output only. Name of the explain output. Specified as the key in ExplanationMetadata.outputs.
final
qualifiedName → String
The fully qualified name of this message, i.e., google.protobuf.Duration or google.rpc.ErrorInfo.
finalinherited
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toJson() → Object
override
toString() → String
A string representation of this object.
override

Operators

operator ==(Object other) → bool
The equality operator.
inherited

Constants

fullyQualifiedName → const String