Class XPSIntegratedGradientsAttribution

An attribution method that computes the Aumann-Shapley value taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365

Inheritance

object

XPSIntegratedGradientsAttribution

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.CloudNaturalLanguage.v2.Data

Assembly: Google.Apis.CloudNaturalLanguage.v2.dll

Syntax

public class XPSIntegratedGradientsAttribution : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

StepCount

The number of steps for approximating the path integral. A good value to start is 50 and gradually increase until the sum to diff property is within the desired error range. Valid range of its value is [1, 100], inclusively.

Declaration

[JsonProperty("stepCount")]
public virtual int? StepCount { get; set; }

Property Value

Type	Description
int?

Implements

IDirectResponseSchema