Class XPSResponseExplanationParameters

Inheritance

object

XPSResponseExplanationParameters

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.v1beta2.Data

Assembly: Google.Apis.CloudNaturalLanguage.v1beta2.dll

Syntax

public class XPSResponseExplanationParameters : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

IntegratedGradientsAttribution

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

Declaration

[JsonProperty("integratedGradientsAttribution")]
public virtual XPSIntegratedGradientsAttribution IntegratedGradientsAttribution { get; set; }

Property Value

Type	Description
XPSIntegratedGradientsAttribution

XraiAttribution

An attribution method that redistributes Integrated Gradients attribution to segmented regions, taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1906.02825 XRAI currently performs better on natural images, like a picture of a house or an animal. If the images are taken in artificial environments, like a lab or manufacturing line, or from diagnostic equipment, like x-rays or quality-control cameras, use Integrated Gradients instead.

Declaration

[JsonProperty("xraiAttribution")]
public virtual XPSXraiAttribution XraiAttribution { get; set; }

Property Value

Type	Description
XPSXraiAttribution

Implements

IDirectResponseSchema