Class XPSResponseExplanationParameters
Implements
Inherited Members
Namespace: Google.Apis.CloudNaturalLanguage.v2.Data
Assembly: Google.Apis.CloudNaturalLanguage.v2.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 |