Class GoogleCloudAiplatformV1SchemaModelevaluationMetricsClassificationEvaluationMetrics

Metrics for classification evaluation results.

Inheritance

object

GoogleCloudAiplatformV1SchemaModelevaluationMetricsClassificationEvaluationMetrics

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.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1SchemaModelevaluationMetricsClassificationEvaluationMetrics : IDirectResponseSchema

Properties

AuPrc

The Area Under Precision-Recall Curve metric. Micro-averaged for the overall evaluation.

Declaration

[JsonProperty("auPrc")]
public virtual float? AuPrc { get; set; }

Property Value

Type	Description
float?

AuRoc

The Area Under Receiver Operating Characteristic curve metric. Micro-averaged for the overall evaluation.

Declaration

[JsonProperty("auRoc")]
public virtual float? AuRoc { get; set; }

Property Value

Type	Description
float?

ConfidenceMetrics

Metrics for each confidenceThreshold in 0.00,0.05,0.10,...,0.95,0.96,0.97,0.98,0.99 and positionThreshold = INT32_MAX_VALUE. ROC and precision-recall curves, and other aggregated metrics are derived from them. The confidence metrics entries may also be supplied for additional values of positionThreshold, but from these no aggregated metrics are computed.

Declaration

[JsonProperty("confidenceMetrics")]
public virtual IList<GoogleCloudAiplatformV1SchemaModelevaluationMetricsClassificationEvaluationMetricsConfidenceMetrics> ConfidenceMetrics { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1SchemaModelevaluationMetricsClassificationEvaluationMetricsConfidenceMetrics>

ConfusionMatrix

Confusion matrix of the evaluation.

Declaration

[JsonProperty("confusionMatrix")]
public virtual GoogleCloudAiplatformV1SchemaModelevaluationMetricsConfusionMatrix ConfusionMatrix { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1SchemaModelevaluationMetricsConfusionMatrix

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

LogLoss

The Log Loss metric.

Declaration

[JsonProperty("logLoss")]
public virtual float? LogLoss { get; set; }

Property Value

Type	Description
float?

Implements

IDirectResponseSchema