GoogleCloudMlV1SampledShapleyAttribution class

An attribution method that approximates Shapley values for features that contribute to the label being predicted.

A sampling strategy is used to approximate the value rather than considering all subsets of features.

Constructors

GoogleCloudMlV1SampledShapleyAttribution({int? numPaths})

GoogleCloudMlV1SampledShapleyAttribution.fromJson(Map json_)

Properties

hashCode → int

The hash code for this object.

no setter, inherited

numPaths ↔ int?

The number of feature permutations to consider when approximating the Shapley values.

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