Class ClassificationEvaluationMetrics.Types.ConfusionMatrix

Confusion matrix of the model running the classification.

Inheritance

System.Object

ClassificationEvaluationMetrics.Types.ConfusionMatrix

Implements

IMessage<ClassificationEvaluationMetrics.Types.ConfusionMatrix>

System.IEquatable<ClassificationEvaluationMetrics.Types.ConfusionMatrix>

IDeepCloneable<ClassificationEvaluationMetrics.Types.ConfusionMatrix>

Google.Protobuf.IBufferMessage

IMessage

Inherited Members

System.Object.ToString()

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

Namespace: Google.Cloud.AutoML.V1

Assembly: Google.Cloud.AutoML.V1.dll

Syntax

public sealed class ConfusionMatrix : IMessage<ClassificationEvaluationMetrics.Types.ConfusionMatrix>, IEquatable<ClassificationEvaluationMetrics.Types.ConfusionMatrix>, IDeepCloneable<ClassificationEvaluationMetrics.Types.ConfusionMatrix>, IBufferMessage, IMessage

Constructors

ConfusionMatrix()

Declaration

public ConfusionMatrix()

ConfusionMatrix(ClassificationEvaluationMetrics.Types.ConfusionMatrix)

Declaration

public ConfusionMatrix(ClassificationEvaluationMetrics.Types.ConfusionMatrix other)

Parameters

Type	Name	Description
ClassificationEvaluationMetrics.Types.ConfusionMatrix	other

Properties

AnnotationSpecId

Output only. IDs of the annotation specs used in the confusion matrix. For Tables CLASSIFICATION

[prediction_type][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type] only list of [annotation_spec_display_name-s][] is populated.

Declaration

public RepeatedField<string> AnnotationSpecId { get; }

Property Value

Type	Description
RepeatedField<System.String>

DisplayName

Output only. Display name of the annotation specs used in the confusion matrix, as they were at the moment of the evaluation. For Tables CLASSIFICATION

[prediction_type-s][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type], distinct values of the target column at the moment of the model evaluation are populated here.

Declaration

public RepeatedField<string> DisplayName { get; }

Property Value

Type	Description
RepeatedField<System.String>

Row

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

Declaration

public RepeatedField<ClassificationEvaluationMetrics.Types.ConfusionMatrix.Types.Row> Row { get; }

Property Value

Type	Description
RepeatedField<ClassificationEvaluationMetrics.Types.ConfusionMatrix.Types.Row>