Class GoogleCloudAiplatformV1SchemaModelevaluationMetricsRegressionEvaluationMetrics

Metrics for regression evaluation results.

Inheritance

object

GoogleCloudAiplatformV1SchemaModelevaluationMetricsRegressionEvaluationMetrics

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 GoogleCloudAiplatformV1SchemaModelevaluationMetricsRegressionEvaluationMetrics : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

MeanAbsoluteError

Mean Absolute Error (MAE).

Declaration

[JsonProperty("meanAbsoluteError")]
public virtual float? MeanAbsoluteError { get; set; }

Property Value

Type	Description
float?

MeanAbsolutePercentageError

Mean absolute percentage error. Infinity when there are zeros in the ground truth.

Declaration

[JsonProperty("meanAbsolutePercentageError")]
public virtual float? MeanAbsolutePercentageError { get; set; }

Property Value

Type	Description
float?

RSquared

Coefficient of determination as Pearson correlation coefficient. Undefined when ground truth or predictions are constant or near constant.

Declaration

[JsonProperty("rSquared")]
public virtual float? RSquared { get; set; }

Property Value

Type	Description
float?

RootMeanSquaredError

Root Mean Squared Error (RMSE).

Declaration

[JsonProperty("rootMeanSquaredError")]
public virtual float? RootMeanSquaredError { get; set; }

Property Value

Type	Description
float?

RootMeanSquaredLogError

Root mean squared log error. Undefined when there are negative ground truth values or predictions.

Declaration

[JsonProperty("rootMeanSquaredLogError")]
public virtual float? RootMeanSquaredLogError { get; set; }

Property Value

Type	Description
float?

Implements

IDirectResponseSchema