Class XPSConfusionMatrix

Confusion matrix of the model running the classification.

Inheritance

object

XPSConfusionMatrix

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.v1.Data

Assembly: Google.Apis.CloudNaturalLanguage.v1.dll

Syntax

public class XPSConfusionMatrix : IDirectResponseSchema

Properties

AnnotationSpecIdToken

For the following three repeated fields, only one is intended to be set. annotation_spec_id_token is preferable to be set. ID tokens of the annotation specs used in the confusion matrix.

Declaration

[JsonProperty("annotationSpecIdToken")]
public virtual IList<string> AnnotationSpecIdToken { get; set; }

Property Value

Type	Description
IList<string>

Category

Category (mainly for segmentation). Set only for image segmentation models. Note: uCAIP Image Segmentation should use annotation_spec_id_token.

Declaration

[JsonProperty("category")]
public virtual IList<int?> Category { get; set; }

Property Value

Type	Description
IList<int?>

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

Row

Rows in the confusion matrix. The number of rows is equal to the size of annotation_spec_id_token. row[i].value[j] is the number of examples that have ground truth of the annotation_spec_id_token[i] and are predicted as annotation_spec_id_token[j] by the model being evaluated.

Declaration

[JsonProperty("row")]
public virtual IList<XPSConfusionMatrixRow> Row { get; set; }

Property Value

Type	Description
IList<XPSConfusionMatrixRow>

SentimentLabel

Sentiment labels used in the confusion matrix. Set only for text sentiment models. For AutoML Text Revamp, use annotation_spec_id_token instead and leave this field empty.

Declaration

[JsonProperty("sentimentLabel")]
public virtual IList<int?> SentimentLabel { get; set; }

Property Value

Type	Description
IList<int?>

Implements

IDirectResponseSchema