Class GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry

Inheritance

object

GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry

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.Aiplatform.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry : IDirectResponseSchema

Properties

ConfidenceThreshold

Metrics are computed with an assumption that the model never returns predictions with score lower than this value.

Declaration

[JsonProperty("confidenceThreshold")]
public virtual float? ConfidenceThreshold { get; set; }

Property Value

Type	Description
float?

ConfusionMatrix

Confusion matrix for the given confidence threshold.

Declaration

[JsonProperty("confusionMatrix")]
public virtual GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsConfusionMatrix ConfusionMatrix { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsConfusionMatrix

DiceScoreCoefficient

DSC or the F1 score, The harmonic mean of recall and precision.

Declaration

[JsonProperty("diceScoreCoefficient")]
public virtual float? DiceScoreCoefficient { get; set; }

Property Value

Type	Description
float?

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

IouScore

The intersection-over-union score. The measure of overlap of the annotation's category mask with ground truth category mask on the DataItem.

Declaration

[JsonProperty("iouScore")]
public virtual float? IouScore { get; set; }

Property Value

Type	Description
float?

Precision

Precision for the given confidence threshold.

Declaration

[JsonProperty("precision")]
public virtual float? Precision { get; set; }

Property Value

Type	Description
float?

Recall

Recall (True Positive Rate) for the given confidence threshold.

Declaration

[JsonProperty("recall")]
public virtual float? Recall { get; set; }

Property Value

Type	Description
float?

Implements

IDirectResponseSchema